Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 1 AP STATISTICS CULMINATING PROJECT Do United States citizens vote blindly? Being one of 123 democratic countries, do United States citizens take full advantage of their ability to vote? If people merely vote based on information given to them, rather than taking the time to sort out the invalid claims, how can these citizens be trusted to choose the best candidate for the job? In this study, having had these questions in mind, it was investigated whether or not people acknowledge information that is not necessarily valid, and allow it to affect their voting choices. Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 2 Table of Contents Cover Page……………………………………………………………………………………………………………1 Report Introduction………………………………………………………………………………………………………..…3-6 Analysis………………………………………………………………………………………………….......................6 Conclusion…………………………………………………………………………………………………..................6 Works Cited …………………………………………………………………………………………...........................7 Appendices Appendix A (Sampling Frame)………………………………………………………..………………...................8-30 Appendix B (Conducting a Simple Random Sample)…………………………………….………………………31-32 Appendix C (AISD Wellness Policy)……………...……………………………………………….......................33-36 Appendix D (Sample Survey)…………………………………………………………...............................................37 Appendix E (Subject Signatures)……………………………………………..…………………….......................38-43 Appendix F (1-Sample Proportions Confidence Interval)……… ……………………………..............................44-45 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 3 In today’s society, although many advertisement industries have strict policies against the publication of falsified information, political campaigning is one of the few exceptions. Despite what most might think, there is little to nothing in place to keep advertisers from littering the media with libelous information. As stated in the Supreme Court case of New York Times Co. v. Sullivan, “A state cannot, under the First and Fourteenth Amendments, award damages to a public official for defamatory falsehood…unless he proves ‘actual malice’”. In other words, it would have to be proven “that the statement was made with knowledge of its falsity or with reckless disregard off whether it was true or false”. A requirement that is practically unattainable, without a confession. And, with virtually no chance of being penalized for this form of advertisement, why wouldn’t campaigners use this as a strategic technique? For, as most people can agree, negative information and occurrences are more influential when making decisions than positive. It is with these circumstances that a dangerously influential environment is created. An environment in which people have to personally investigate the validity of the claims being made. Now, not only does this give a disadvantage to the part of the voting population that is not willing or able to go out of their way to get the truth, there is also part of the population that is completely oblivious to the fact that such fallacies are even able to be advertised. Now, realizing that this “oblivious” portion of people are the ones most at risk of voting without fully understanding the circumstances, they are the parameter of interest in this study. Although in reality the population needed to attain this kind of information would be all registered voters, due to limited resources and time, the population being used in this study will be the students of Stephen F. Austin High School. Even with the majority of these subjects lacking the right to vote, it is this type of persons that will soon be participating in elections, as well as being the people at greatest risk for not knowing how to make educated voting choices, due to their lack of experience. And, being an increasingly diverse city, allowing less parts of the population to be excluded, Austin is the city of choice for this experiment. It was the students of Austin High that were chosen, due to their reputation for being one of the most diverse schools in the Austin area, continuing in the attempt to include as many groups of the desired population as possible. After determining the population that was to be sampled, the procedure for which the samples were to be taken was constructed. Using an experimental design that was completely randomized, a Simple Random Sample was conducted. The first step taken to conduct this Simple Random Sample, was to define the population as being Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 4 all enrolled students at Austin High School, in Austin, TX. A 4-digit numerical ID was given to all 2078 subjects in the sampling frame (See Appendix A). Then, using Random Digits Table 1, 4-digit numbers were selected, excluding 0000, 2079-9999, and any repeated numbers, until having obtained 30 subjects (See Appendix B). However, due to external factors that led to complications during the conduction of this experiment, the completely randomized sampling design was not able to be used. In turn, a sample was taken using volunteers that were recruited at the Austin High Campus. A team of surveyors was stationed at the bottom of the main staircase and outside the cafeteria, during lunch and after school on the dates of Thursday May 7 th and Friday May 8th, 2015. Although this sample was not randomized, it was organized in a manner that was still able to include a large portion of Austin High Students. In order to include as many groups of the population as possible, the surveyors were stationed directly outside of the cafeteria during lunch hours, offering the reservation (due to The Wellness seen in Appendix C) of a lollipop or donut in exchange for their participation in the survey, to be picked up after school. By taking these actions, the portion of students who eat in the cafeteria and were willing to do the survey were included in our sample. In addition, because the main staircase is the most populated route of vertical transportation, the majority of the groups of students who have classes on the 2 nd and 3rd floors before lunch, given they use the main staircase, were able to be surveyed. The surveys were done during lunch and afterschool in the hopes that students would have less upcoming events in the day, which would have potentially made them too preoccupied to take part. And, making the assumption that the majority of students are more likely to be at school in the middle of the day and after school, than before school. Then, because student schedules differ from A days to B days, surveys were taken on both an A and a B day, just incase one day’s schedule didn’t allow a student to participate. Thursday May 7th and Friday May 8th were chosen as the surveying days, due to their location in the week. Being days later in the week, it can be predicted that less students will be inclined to miss or skip these days, due to the weekend being closer. As most know from personal experience, having the weekend in the near future typically makes these days “easier” (although a circumstantial assumption) get through. While most of the previous statements are blanket, presupposed assumptions, these actions were taken to at least increase the probability of being able to sample the groups of the desired population. Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 5 Notwithstanding the precautions taken in attempt to include the whole population, it can be disclosed that the sample is still not a representative sample. Without conducting an SRS a multitude of groups of the population are left out. A major one being the part of the population that goes off campus during lunch, has an off period during 4th or 8th period, or is involved in athletics which most often gets let out early, or continues after school. All these circumstance mainly applying to the older students. As for the willingness to take the survey, people who are against the practice of surveying itself, people with no incentive, or people with no time to take part in the survey are left out. As previously stated, these are only the major groups that have been left out. Many more remain unmentioned. It is the major groups, however, that are most likely to cause the greatest difference between the true population value and the sampled value. The survey itself, consisted of a theoretical situation, where people were given a scenario and then asked to make a decision with the information they were given, the treatment in this experiment being the negative connotation given to Candidate B (See Appendix D). The person taking the survey was able to choose one of three different answer choices. The first choice, Candidate A is depicted as the candidate without any negative information. It is expected that the portion of the population that either pays no attention to the source, which is intentionally left ambiguous to mimic a real life circumstance, or assumes that this source is valid, will pick Candidate A. This will be the sample portion of interest for this study because it is the portion of students that chose a candidate based on potentially false information. The second candidate (Candidate B) was not expected to be chosen as an answer, due to the fact that it is depicted as the candidate with a corruptive history based on the source. So, to the people who take no regard of the source, this would obviously be the “lesser” candidate. To those who do not trust the source, deeming it invalid, would no longer have any information to make them think that one candidate should be chosen over the other. With this in mind, the number of people who choose Candidate B can be used to help gauge the how many people either did not take the survey seriously and thought choosing the supposedly corrupt candidate would be funny, or did not even take the time to take read the survey and just randomly answered Candidate B. Even with there being many other theories regarding why people chose each of the following candidates, there is really no way to account for these possible misconceptions, besides asking each person taking the survey why they chose what they did. This option being unrealistic because it could potentially cause wording Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 6 bias, and make people second-guess their immediate and natural decision. Answer C was included in the survey to allow people to acknowledge that the information given may not be from a valid source. The portion of people who chose this answer are most likely students who didn’t trust the source of the negative information against Candidate B, or thought that the source was valid but still needed more information to feel confident that they were making the right choice. After completing the survey, all participants were directed to submit their responses into the designated location and sign their name on a sheet to confirm their participation in the survey (See Appendix E). (Note: Those who had been instructed to return after school to retrieve their treat in exchange for their participation were asked to mark out their name after having received it.) After retrieving the data and checking conditions, a 1-Sample Proportion Confidence Interval was run (See Appendix F). With an n value of 127, a p̂ value of 39/126, and a confidence level of 95%, there is 95% certainty that the true population proportion of Austin High students, who are influenced by an unknown source while making and electoral decision, is between 23.19% and 39.90%. With this data, there is evidence to say that a large portion of this population is oblivious to the fact that the accusations may be false, allowing it to affect their voting. If this analysis is able to suggest anything, it’s that more attention needs to be brought to making sure our society is teaching the future generations to have independent minds, encouraged to acknowledge and investigate multiple resources before coming to a conclusion. In the future, the most prominent aspect of the experiment needing to be changed is the lack of a Simple Random Sample. Although some may deem it “usable” information, any conclusion made without having had an SRS is subject to bias. In addition, if budget and capabilities were not under restraint, it would be much more helpful to make the sampling frame more representative of the entire population of all registered voters in the United States. The closer, the sampling frame is to the true population, the greater value our conclusion will hold. Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 7 Works Cited "New York Times Co. v. Sullivan 376 U.S. 254 (1964)." Justia Law. N.p., n.d. Web. 26 May 2015. <https://supreme.justia.com/cases/federal/us/376/254/case.html#265>. "Site-wide Navigation." A Million Random Digits. N.p., n.d. Web. 26 May 2015. <http://www.rand.org/pubs/monograph_reports/MR1418/index2.html>. Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 8 Appendix A Number ID Student Name Grade 1 Aamodt, Zoey SunJoo Alexander 11 2 Aaron, Ashley Anne 10 3 Abbott, Bryce Gryphon 10 4 Acosta Rios, Rosa Isela 09 5 Acosta, Crystal Carolina 09 6 Acosta, Jacob Anthony 11 7 Acosta, Yareli 11 8 Acuna, Erika 12 9 Adams, Aaron Michael 12 10 Adamsen, Brenna Clarice 12 11 Aery, McKayla Jaime 09 12 Agarwal, Neel Kumar 12 13 Agee, Korbin Zane 09 14 Aguilar Ramos, Sonia Yasmin 10 15 Aguilar Solis, Hilario 09 16 Aguilar Solis, Jovana 09 17 Aguilar Solis, Juan Carlos 09 18 Aguilar, Gabel Pete 09 19 Aguilar, Leandra Amber 11 20 Aguirre Castro, Jair Abraham 11 21 Aguirre Castro, Keren Areli 12 22 Aguirre, Alexis 10 23 Aguirre, Mark Andrew 12 24 Ahart, Blake Matthew 11 25 Ahmed, Rehana Kalid 12 26 Alanis, Angelina Mariposa 10 27 Alberts, Zane Christopher Thomas 10 28 Albrecht, Mitchell Price 11 29 Aleman Jr, Robert 12 30 Aleman, Joshua Eric 12 31 Aleman, Lindsie A 12 32 Aleman, Veronica T 12 33 Alexander, Allison Mills 11 34 Alexander, Ethan Wayne 09 35 Alexander, Iain Forrest 11 36 Alexander, Marley Ross-Buck 12 37 Alexander, Olivia Mae 09 38 Alexander, Victoria Raye 09 39 Alexander-Walker, Aidan Skye 11 40 Alfaro, Jose Emanuel 11 41 Alfaro, Kevin Ivan 09 42 Alfaro, Mario 10 43 Alhakim, Lana 09 44 Alhakim, Sami 12 45 Alkis, Tristan Martin 11 46 Allen, Christopher Britton 12 47 Allen, Dalton Thomas 10 48 Allen, Katie Lynne 09 49 Allen, Langley Ann 11 50 Almaguer Martinez, Adriana 11 51 Almaguer, Armando Martinez 11 52 Almanza Hernandez, Jasmine 10 53 Almaraz, Saul Ricardo 09 54 Almazan Melendez, Lesly Yael 12 55 Alonzo, Gabriel S 11 56 Alonzo, Jadon Isaac 09 57 Alpuche, Karen Melissa 12 58 Alvarado Bustos, Yunuen Sadira 11 59 Alvarado, Aleena Patricia 09 60 Alvarado, Christopher Rey 11 61 Amiss, Grace Katherine 11 62 Amiss, Max Griffin 09 63 Anchondo, Alicia Ariel 10 64 Anchondo, Allik Anthony 12 65 Anderson, Alexander Scott 12 66 Anderson, Julia Frances 10 67 Anderson-Lay, Oscar Kane 09 68 Andress, Marin Kayla 09 69 Angel Ruiz, Jose M 09 70 Angel, Matthew Isaac 12 71 Apanco-Sarabia, Ricardo 12 72 Apperson, Margaret Hill 09 73 Applewhite, Victoria Elaine 09 74 Aragon-Maresca, Nicholas Alexander 09 75 Araiza, Roberto Rodolfo 12 76 Arambula, Ryan John 10 77 Arendall, Alexandra Bess 10 78 Arevalo, Susan E 11 79 Argudo, Jaime Javier 11 80 Argueta, Cristian Raphael 09 81 Arias, Alyssa 09 82 Arocha, Anna J 11 83 Arocha, Thomas Catarino 09 84 Arocha-Guerra, Avery Rose 10 85 Arocha-Guerra, Val C 11 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 9 86 Arredondo, Marco Aurelio Pietro 12 132 Baselice, William Daniel 11 87 Ashburn, Audrey K 11 133 Bauer, Alexander Gregory 12 88 Ashcraft, Lilith Mariposa 09 134 Bautista Garcia, Jennifer 09 89 Ashmore, Joshua Mikel 09 135 Bautista, Bianca Itzel 12 90 Astor, Brandon 12 136 Baylor, Tiara M 10 91 Atkins, Vladyslav Campbell 10 137 Beall-Keith, Sadie Bliss 10 92 Atkinson II, Thomas Trent 10 138 Beaman, Sarah Ann Kelleher 09 93 Atkinson, Trentnity Christine 12 139 Beard, Jon-Michael Wayne 10 94 Auler, Yates Marie 11 140 Beathard, Andrew Patrick 12 95 Avelar, Isabella Marie 10 141 Beathard, Madison Kaye 12 96 Avila-Salazar Jr, Victor Manuel 09 142 Beathard, McKenna Avery 09 97 Aviles, Mark Anthony 12 143 Beaty, Brendan Matthew 09 98 Awitan IV, Ariston Capistrano F 10 144 Beaudet, Nicolas Solomon 09 99 Ayala, Justin Andrew 12 145 Beck, Carson Tyler 09 100 Bailey, Hannah Audrey Elizabeth 11 146 Becker, Chloe Alexis 12 101 Bailey, Solana Monique 11 147 Belk, Gavin Thai 09 102 Baker, Gabriel James 11 148 Bell, Andrew Christopher 12 103 Baker, Hallie Drew 11 149 Bell, Jackson Patrick 11 104 Baker, Kendall Lee 11 150 Bell, John S 10 105 Balagia, Lillian Grace 09 151 Bell, Sarah Joye 10 106 Balderas, Carla Alejandra 10 152 Bellard, Ian Joseph 10 107 Balderas, Matthew William 10 153 Bengtson, Kendall Claire 10 108 Ball, Bailey Elizabeth 12 154 Benitez, Lizzette 12 109 Ballard, Benjamin David 12 155 Benitez, Luz Margarita 11 110 Ballard, Lauren Elizabeth 09 156 Benitez, Nestor Francisco 12 111 Ballard, Sarah Cloys 11 157 Benjamin, Robin Anne 11 112 Bandy, Kyra Michele 12 158 Benner, Samuel James 11 113 Banh, Athena 12 159 Bennett, Natalie Elaine 10 114 Barbee, Alexis Colleen 09 160 Benton, Olivia Vaughn 09 115 Barbosa, Blanca Nayeli 10 161 Berg, Jaelin Ryen 11 116 Barcinski, Meghan E 11 162 Bernard, Jordan Imani 09 117 Barlin, Sabrina Ellen 09 163 Berndt, Nicholas Isaac 09 118 Barlow, Elise P 12 164 Berry, Kaylan Nicole 09 119 Barlow, Hannah Terese 12 165 Bialaszewski, Meghan Mikhaela 11 120 Barlyn, Tessa Carol 09 166 Bigger, Celia Rebecca 09 121 Barrera, Angeles M 12 167 Bigger, Robert Anthony 11 122 Barrera, Jacob Alexander 09 168 Biggs, Peter Alston 11 123 Barrera, Julio Abraham 12 169 Bigham, Raethan J 12 124 Barrios, Nicolas Adan 12 170 Bills, Hannah Rene 11 125 Barrios-Zucker, Michael Ramon 09 171 Bishop, Eileen Rose 09 126 Barron Medina, Jonathan Alexander 09 172 Black, Forrest Saunders 12 127 Barron, Laela Serenity 10 173 Black, Lauren Ann 09 128 Barron, Maria Teresa 10 174 Blackburn, Megan Marie 11 129 Barron-Medina, Cesar Eduardo 10 175 Blakely, Ajainaye Monay 09 130 Barton, William Hostyn 09 176 Blanchard, Mary Elizabeth 10 131 Bartos, Ryan Augustus 09 177 Blanchard, Patrick Thomas 11 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 10 178 Blankenship, Jasmine Li Qing 12 224 Bryant, Joseph William 09 179 Blann, Cristella James 11 225 Buchheit, Malachi Claypool Love 10 180 Blann, Marivella Deanne 10 226 Buck, Cameron Michael 10 181 Bligh, Sierra Bliss 12 227 Buck, Eva Grace 11 182 Boes, Garrett Karl 11 228 Buehler, Joseph Michael 12 183 Boies, Campbell Berry 10 229 Bullock-Goyer, Oscar Liam 11 184 Boles, Averie Michele 10 230 Buning, Jake Kingsley 11 185 Bonnett, Hillary Reagan 11 231 Burguete, Alberto 12 186 Booth, David Michael 12 232 Burkhalter, Emery Estela 10 187 Booth, Savanah Catherine 12 233 Burkhalter, Wyatt Oscar 12 188 Borowski, Henry Casper 10 234 Burleson, Julia 09 189 Borrego, Jamel Hector 10 235 Burns, Emily Elizabeth 11 190 Botha, Mikayla-Joy 09 236 Burns, William Garrett 09 191 Bourek, Jolie Marie 10 237 Busa, Thomas Joseph 11 192 Bowden, Haden Lux 09 238 Busse, Haley Lauren 10 193 Bowdren-Thigpen, Ethan Cole 09 239 Bustamante, Mireya Nichol 11 194 Bradford, David Anthony 11 240 Bustos, James Matthew 10 195 Bradford, Dylan Michael 11 241 Butcher, Samuel Wyatt 10 196 Bradshaw, Olivia Ann 11 242 Butler, Jane Elise 10 197 Brady, Aidan Gonzales 10 243 Butler, Simon Reese 09 198 Bragg, Caitlin Riley 09 244 Butler, Xuan Jackson 10 199 Brauer, Brandon Karl 09 245 Byckovski, Merek James 10 200 Braun, Anna Caroline 10 246 Byckovski, Michael Joseph 11 201 Bravo-Jaime, Jorge 12 247 Caballero Abelardo, Erika 12 202 Breed, Eleanor Ashy 12 248 Cabrera, Lauren Rae 10 203 Brewer, Winson Brice 12 249 Cabrera, Yesenia Carolina 11 204 Briceno, Brittany G 11 250 Cadena, Diana Y 12 205 Briones, Thomas Jay 10 251 Cadena, Dylan Tyler 09 206 Briseno, Briana G 10 252 Calderon Galvan, Francisco Javier 10 207 Brock, Alicia Kristine 11 253 Calderon, Angelica R 12 208 Brock, Austin Wayne 10 254 Caldwell, Ilori Minna 09 209 Brod, Noel 10 255 Caldwell, James Matthew 12 210 Brod, Taira 11 256 Callaway, Victoria Odessa 12 211 Brown, Emerald Dantaisha 11 257 Calvo, Consuelo 11 212 Brown, Jackson Burdett 10 258 Camacho, Arianna Mashall 09 213 Brown, Jordan Isaiah Keshawn 09 259 Camarillo, Daniel Martin 11 214 Brown, Julien D 12 260 Camarillo, Jose Angel 09 215 Brown, Logan M 12 261 Cameron, Alex Courtney 12 216 Brown, Miles Bickley 10 262 Cameron, Reed Patrick 09 217 Brown, Tamara Marie 09 263 Camp, Patrick Thomas 12 218 Brown, Virginia Cecilia 09 264 Campbell, Angela Rose 10 219 Brown, Whitney Nicole 10 265 Campbell, Ellen Tyrrell 09 220 Brownell, Sloan M 11 266 Camp-Castro, Kaleb Charles 10 221 Brumley III, Harold Wayne 10 267 Campos, Adriana 10 222 Brumley, Marilyn Elizabeth 09 268 Cancino, Nicholas A 10 223 Bryant, Caleb Michael 09 269 Caplan, Kian Alexander 10 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 11 270 Cardiel, Jonathan 11 316 Chavarria III, Salvador 10 271 Cardoza Jr, Jesus Manuel 10 317 Chavez, Diana Guadalupe 11 272 Carlson, Anna Brantley 11 318 Chavez, Juan Antonio 09 273 Carlson, Micah William 11 319 Chavira, Jaqueline 12 274 Carr, Jena Katharine 09 320 Chiang, Thomas Michael 11 275 Carr, Mary Ella 11 321 Chibib, Andrew Daniel 10 276 Carr, Samuel R 12 322 Christian, Jackson Tyler 09 277 Carrillo Jr, Carlos A 09 323 Christian, Spencer Collin 11 278 Carrillo Martinez, Edin Rene 09 324 Cisneros, David Aaron 10 279 Carrillo, Alexis Aguiles 10 325 Clarkson, Diana Valrea 10 280 Carrillo, Maria Louise 09 326 Clawson, Nicholas R 11 281 Carrizales Urea, Destinee Arriana 09 327 Clemons, Chelmon Monte 12 282 Carte, Charlotte Dakota 11 328 Clemons, Jackson Russell 09 283 Carter, Olivia Renee 12 329 Clift, Celestina Inez 11 284 Cary, Katherine West 10 330 Cline, Eva Kathryn 10 285 Casinger, Kendall Grace 09 331 Cline, Johanna Mae 12 286 Castilleja Jr, James Anthony 11 332 Cline, Martha Monroe 10 287 Castilleja, Elianna Nichole 09 333 Coffey, Austin Graham 12 288 Castillo Jr, Andrew 12 334 Cole III, Robert J 12 289 Castillo, Adrianna Sugey 09 335 Colegrove, Caeden James 09 290 Castillo, Alexis Marie 09 336 Collier, Emma Abigail 10 291 Castillo, Bianca Renea 11 337 Collins, Jack Ryan 09 292 Castillo, Caitlyn Isabella 10 338 Collins, Tye Joseph 09 293 Castillo, Cammie Nicole 11 339 Collins, Winston H 12 294 Castillo, Damian 12 340 Colombo, Nicholas Alexander 09 295 Castillo, Gricelda 11 341 Colunga, Tristine Mikhael 11 296 Castillo, Johnny 10 342 Colvin, Ryan Hai 11 297 Castillo, Stephanie Marie 12 343 Combs, Clare Lee 10 298 Castro, Ashley Monique 11 344 Combs, Jonah Allen 09 299 Castro, Vannessa 12 345 Concienne, Grace Mozell 10 300 Catalan, Daniel 09 346 Conde-Chamorro, Shabama Elifelet 09 301 Caudle, Daniel Young 12 347 Connor, Lily Mei 11 302 Cavalier, Blaise Sumner 09 348 Contreras III, Tanis 11 303 Cebrian, Mario Antonio 10 349 Contreras, Mario Alberto 09 304 Cendon, Luca James 10 350 Cooper, Connor James 10 305 Cerda, Alex Eduardo 12 351 Cornish II, Christopher Jason 12 306 Cervantes, Macie Michelle 09 352 Corona, Saul Illan 12 307 Cervantes, Melvin 11 353 Coronado, Ithai Abinadad 12 308 Chairez, Bianey Ariana 11 354 Corry, Kevin Ash Joao 12 309 Chan, Shiou-Chuan 11 355 Cortez, Andrea Antonia 10 310 Chandler, Kathleen Carr 09 356 Cortez, Nathaniel Alexander 10 311 Chapa Jr, Roberto Gabriel 10 357 Cortinas, William Alfred 11 312 Chapa Jr, Vincent Victor 11 358 Court, Madeleine Haley 11 313 Charlton, Katherine Marie 11 359 Covert, Caroline Wells 11 314 Chase, Alison Rayma 11 360 Coy, Alexander Joseph 11 315 Chase, Chelsea Michelle 11 361 Coy, Victoria Lynn 12 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 12 362 Crabtree, Andrew Louis 12 408 De Jesus, Edith 12 363 Craft, Matthew James 10 409 De La Morena, Sofia 09 364 Crawford, Elijah Brandon 11 410 De La Rosa, Kristian Mikel 09 365 Crawford, Isaiah Demar 09 411 De Leon, Jack W 10 366 Crawford, Thomas Daniel 10 412 De Leon, Vaughan Blue 09 367 Crenshaw, Anna Riley 11 413 Dean, Jake Lavaun 09 368 Crenshaw, Edie Myrtle 09 414 Dearmond, Adrian Noelle 12 369 Crenshaw, Irie Bianca 12 415 Debellis, Rudolph Jerome 12 370 Crockett, Clarissa Rose 09 416 Decker-Dilieto, Maximillian 11 371 Cross, Madison Ashburn 09 417 Del Rio, Saige Antonia 12 372 Crow, Ross Daniel 10 418 Delafuente, Andrew 09 373 Crull, Allison Ruth 10 419 Deleon, Alyssa Renee 11 374 Cruz, Branden Carlo 09 420 Deleon, Deanna Rene 09 375 Cruz, Cristan I 11 421 Delgado, Janine Alesi 12 376 Cruz, Jason Anthony 09 422 Demontreville I, Zjon Rayne 09 377 Cruz, Nicholas Clark 12 423 Dennis, Alexus Marschan 10 378 Cruzcosa, Keaton Cole 09 424 Desjardins, Veronica Jo 11 379 Culbertson, Dex Ryland 09 425 Devarga, Calder Joseph Miro 09 380 Cumby, Morgan Alexandrea 12 426 Devereaux, Jessie Grace 09 381 Cummins II, Michael Joseph 12 427 DeWitt, Christian Cameron 10 382 Cunningham, Cara Elizabeth 12 428 Dial, Dyllan Raigh 09 383 Cunningham, Henry I 10 429 Diaz, Brandy Amadita 10 384 Curran, Meredith Faith 11 430 Diaz, Donaji A 12 385 Currie-Buckner, Alexandra Tara 10 431 Diaz, Isaiah Lee 10 386 Curtis, Kendal Ann 09 432 Diaz, Leopoldo 09 387 Curtis, William Thomas 10 433 Diaz, Nathaniel Kane 11 388 Dadey, Evan Christopher 09 434 Diaz, Victoria Renee 10 389 Dahl, Derek Ryan 09 435 Diaz-Wallace, Miah Janae 11 390 Dale, James Kerby 10 436 Dickey, Rowan Margaret 11 391 Daniel, Kayleigh Marissa 11 437 Dietsch, Erik Alexander 09 392 Danzeiser, Case William 09 438 Difrank, Jack Taylor 10 393 Datres, Baily Noel 12 439 Dillon, Kelli Amber 12 394 Datres, Lauren Isabelle 11 440 Dinh, Kathleen Vy 09 395 Davila, Briana Michelle 09 441 Dobson, John Casey 11 396 Davila, Kayla Andrea 09 442 Dogale, Mogga Swaka 09 397 Davis, Bjorn-Brando Park 09 443 Doidge, Brodie William 09 398 Davis, Gaeton Jack Wesley 11 444 Domingo, Yajaira Marie 10 399 Davis, Kameron Anderson 10 445 Dominguez, Jonathan 09 400 Davis, Kathryn Jane 11 446 Dominguez, Kelsey Marie 10 401 Davis, Kodi Shay 12 447 Dominguez, Makayla Renee 10 402 Davis, Marisa Camille 10 448 Donegan, McKenzie Ann 10 403 Davis, Marshall Hunter 09 449 Donley, Iris Fe 09 404 Davis, Oliver Eduardo 12 450 Douglas, Haley 09 405 Dawson, Kai Asher 10 451 Dowd, Gabriel Steven 09 406 Day, Andrew Paul 12 452 Dowell, Emily Drew 10 407 Day, Jasmine C 12 453 Dowell, Turner Patrick 12 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 13 454 Drake, Marisa Michelle 12 500 Escovedo, Juanita E 10 455 Draughn, Andrew David 11 501 Esparza, Crystal Rose 12 456 Drew, Kayla Elizabeth 12 502 Esparza, Katelyn Mariah Esmera 11 457 Dudley, Hanna Suzanne 10 503 Esparza-Castilla, Caleb M 11 458 Dudley, Sloan Keely 09 504 Esquivel, Esmeralda Elizabeth 09 459 Dudney, Drew Diamond 09 505 Esquivel, Ismael 10 460 Dudney, Sydney Leigh 11 506 Essary, Jadyn Dayle 10 461 Dugas, Gage Lexington 11 507 Estrada, Alexander Frederick 12 462 Dugas, Sydney Tate 12 508 Estrada, Alison G 11 463 Duke, Matthew Petersen 11 509 Estrada, Eleanor Sara 09 464 Dungey, Myles Avery 12 510 Estrada, Jacob S 12 465 Dunn, Samantha Charlene 12 511 Estrada, Joseph Nicholas 11 466 DuPont, Reed Harris 10 512 Etter, Madeline Audrey 09 467 Duprey, Travis Anthony 11 513 Evans, Asher Cole 09 468 Duran, Jacob Anthony 11 514 Evans, Cadelia Pearl 12 469 Duran, Vicente B 12 515 Evans, Lexington Fitzgerald 12 470 Durand, Chase Robert 12 516 Ewah-Washington, Keirra Monet 12 471 Durand, Claudia Rene 10 517 Ewald, Philip Hayes Spalding 09 472 Duron III, Gavino Angel 09 518 Ezell, William Bradford 11 473 Durrett, Madeline Lea 12 519 Fabela, Gilbert 12 474 Early, Kathryn Erin 11 520 Fabela-Hernandez, Yanely 09 475 Eastburn, Sierra Isabel 09 521 Fairbairn, Taylor Middleton 11 476 Eastwood, Weston Lee 09 522 Farasat, Romeen 09 477 Edery, Jonah Elliot 09 523 Farmer, Jarrett Westfall 10 478 Edwards, Angelika De Shae 11 524 Farmer-Hornbuckle, Jeiah Zane 10 479 Edwards, Samantha Brook 11 525 Farris, Lane Watson 09 480 Egli, Saida M 12 526 Fasse, Justice Coy 09 481 Elenz, Reed R 11 527 Fatheree, Erin Michelle 12 482 Elimon, Hannah Michelle 11 528 Faz, Marisol Guadalupe 09 483 Elizondo, Justin Travis 10 529 Feighan-Patrizi, Sean James 09 484 Elliott, Aaron James 12 530 Felts, Ellen Katherine 10 485 Elmur, Adam Elias 09 531 Ferguson, Aaron M 11 486 Elmur, Luna Rosa 10 532 Ferguson, Georgia Bliss 11 487 Embree, Brandon Charles 09 533 Fernandez, Dorian Alexia 12 Fiacco, Ellis Carmela 11 488 Embrey, Tyler Michael-Lee 10 534 489 Emmons, Caitlin M 10 535 Fiedler-Ryals, Morgan Jazz 11 490 Epps, Joseph Walt 10 536 Fielder, Mamie Frances 11 Fierro, Patrick Orion 10 491 Epps, Wyatt Dean 10 537 492 Ermert, Brandon Kent 11 538 Filleman, Samuel Cosgrave 10 493 Erskine, Krista Michelle 09 539 Fish IV, Laurens Brainard 09 494 Erskine, Shayna Nicole 12 540 Fish, Merritt Bailey 09 495 Erwin, Caledonia Jean Marie 11 541 Fisher, Asia Renee 09 496 Erwin, Kathryn Michelle 11 542 Flanders, Alan Troy 10 497 Escamilla, Victoria Faye 11 543 Flanders, Michael Tristan 11 498 Escobedo, Jacob Alan 12 544 Fletcher-King, Madelaine Nicole 10 499 Escobedo, Jessica Margaret 10 545 Flores Hernandez, Selene 10 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 14 546 Flores Jr, Oscar 09 592 Garcia Fajardo, Ricardo 10 547 Flores Vasquez, Jessie 09 593 Garcia Guerrero Jr, Edward Stephen 10 548 Flores Vega, Jennifer 09 594 Garcia III, Joe Gilbert 12 549 Flores, Carlos 11 595 Garcia Jr, Wenceslao 10 550 Flores, Christian Patricio 09 596 Garcia Martinez, Luis Angel 11 551 Flores, Jessica Lynn 12 597 Garcia Martinez, Uriel 11 552 Flores, Julio Cesar 12 598 Garcia, Aaron Luis 12 553 Flores, Ofelia 09 599 Garcia, Aleriah Dominique 09 554 Flores, Rebecca Lyn 10 600 Garcia, Alexis Alexandria 11 555 Flores, Valerie Minerva 11 601 Garcia, Angela 10 556 Flores-Perez, Alma Ixchel 12 602 Garcia, Brianna Marissa 12 557 Flowers, April A 10 603 Garcia, Chanel Marie 10 558 Flynn, Jordan Kimberli 09 604 Garcia, Christopher Avery 12 559 Foley, James Ambrose 10 605 Garcia, David Alan 10 560 Fonseca Caceres, Maria Fernanda 11 606 Garcia, Elias Sebastian 11 561 Fontenot, Lerey Aereyon 09 607 Garcia, Gustavo Israel 10 562 Foraker, Nathaniel Amadeus 10 608 Garcia, Jazzmine Renee 12 563 Forbes, Louisa Grace 10 609 Garcia, John David 10 564 Foster, Tanner Aten 10 610 Garcia, Jonah Michael 12 565 Fowler, Laurel Katherine 11 611 Garcia, Kaitlin Mikhayla 10 566 Fowler, Lorenzo Otis 09 612 Garcia, Lorenzo Santiago 10 567 Fowler, Thomas Heidrick 09 613 Garcia, Monique Nichole 12 568 Fox, Django Alexander 10 614 Garcia, Noah Thomas 10 569 Fox, Mekiah 12 615 Garcia, Olivia Nicole 12 570 Franco Leon, Lizbeth 09 616 Garcia, Vanessa Nicole 12 571 Franklin, Davis Keith 11 617 Garcia, Victoria Marie 12 572 Frase, Katelyn Nicole 12 618 Garcia, Yadira Yanet 10 573 Frasier, Marlaine LeBey 09 619 Garcia, Zachary James 11 574 Freeby, Claire Elizabeth 11 620 Garcia-Gomez, Diana Patricia 11 575 Frey, Isabella 11 621 Garcia-Marchan, Cristal Noemy 11 576 Friedberg, Isaac 09 622 Garcia-Tamayo, Daniela Isabel 09 577 Friedman, Mikayla Elizabeth 10 623 Gardner, Adrianne Blythe Helen Terrasi 10 578 Frohlich, Honus Henkel 10 624 Garduno Mason, Daniel Ernesto 10 579 Frohlich, Violet Henkel 10 625 Garni, Madison Anthony 12 580 Fuentes Monterroso, Dylan Alexander 11 626 Garrigan, Cameron Patrick 11 581 Fuller, Nicholas Austin 10 627 Garvey, Joseph Henderson 09 582 Fusco, Madelaine Skye 12 628 Gary, Jeffrey Michael 10 583 Galicia Morales, Bryan 09 629 Garza, Alejandro Frank Moya 12 584 Gallegos, Angelina Renae 10 630 Garza, Eric Rene Clark 10 585 Gallegos, Iliana Isabelle 09 631 Garza, Michael Andrew 09 586 Gallegos, Yasmine Annelise 11 632 Garza, Ruben Octavio 09 587 Galvan, Isaiah Michael 10 633 Garza, Stephanie Lynn 12 588 Galvan, Melissa 12 634 Garza-Pate, Noah A 10 589 Galvan-Benitez, Lucero 10 635 Garza-Pate, Thomas Reece 11 590 Gamboa, Alexandra 11 636 Gaulding, Josh 10 591 Garay, Schoenstatt Miroslava 09 637 Gaynor, Madison Elizabeth 09 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 15 638 Genovesi, Michael 11 684 Gonzales, Zachary Scott 10 639 Genovesi, Noah 12 685 Gonzalez, Ashley Nicole 09 640 Georgakis, Nikolas Alexis Symmonds 11 686 Gonzalez, Daniel Alexander 10 641 Germain, Breanna Louise 10 687 Gonzalez, Gabriela Maria 09 642 Gershoni, Miranda Grace 09 688 Gonzalez, Jonathan 10 643 Gerstein, Faith Lily 10 689 Gonzalez, Kary Ramirez 09 644 Geyer, Carson Scott 11 690 Gonzalez, Lori Maria 09 645 Gfell, Julie Elizabeth 10 691 Gonzalez, Olivia Lauren 09 646 Gibbons, Matthew Paul 10 692 Gonzalez, Sergio Ramirez 11 647 Gibson, Meghan Elizabeth 09 693 Gonzalez, Stefanie Rubi 09 648 Gift, Lucille Elizabeth 11 694 Gonzalez, Valeria Natalie 10 649 Gil, Brianna Renae 10 695 Gonzalez-Rodriguez, Edith Avigail 12 650 Gil, Enrique 10 696 Gooding Jr, Willie Nelson 12 651 Gilford, Talaifa Lesa-Citemwik 12 697 Goodman Jr, Christopher Shea 09 652 Gill, Claire Brennan 09 698 Goodman, Cierra 12 653 Gilliland, Kirsten Ayn 12 699 Goodson, Kirby G 10 654 Gilmour, Caroline Grace 09 700 Goss, Lance Harrison 09 655 Girling, Karl Ian Gerhard 12 701 Gothard, Jordan Elizabeth 10 656 Girotti, Fiona Carmen 09 702 Goyer, Eli Philip 11 657 Glascoe-Johns, Dontaneek Amaude 10 703 Grabe, Hayden William 11 658 Glasheen, Mary Elizabeth 09 704 Graef, Sage McKillop 11 659 Gloria, Lylyanna De Los Santos 09 705 Grahn, Evan Braiden 09 660 Godina, Jazzmin Monique 11 706 Grant, Colin James 12 661 Goetzel, Maura Laine 09 707 Graves, Jennifer Marylee 12 662 Goldsmith, Grey Benjamin 09 708 Gray, John Carl 09 663 Goldstein, Sarah Morgan 11 709 Green, Emma Jordan 09 664 Goldstein, Zachery Louis 09 710 Green, Georgia Ann 09 665 Golf, Isaac Watford 11 711 Greenstein, Drake Samson 10 666 Gomes, Angelica Victoria 09 712 Greenway, Matthew Taylor 11 667 Gomez Orozco, Haggeo Abiraam 11 713 Greiner, Makahla Emmaleigh 11 668 Gomez, Anamarie 11 714 Griesel, Joseph A 12 669 Gomez, Arianna Victoria 11 715 Griessen, Catherine Louise 09 670 Gomez, Hallie Channe 09 716 Griessen, Megan Lee 11 671 Gomez, Robert Rene 11 717 Grigsby, Emily Kate 10 672 Gomez, Rosa Maria 12 718 Grossling, Preston Anthony 10 673 Gomez, Ryan Gabriel 10 719 Grossman, Amy Lyn 12 674 Gonzales, Abigail Marie 09 720 Grubb, Garrett Mitchell 12 675 Gonzales, Alexander Paul 12 721 Grubb, Jacob Henry 09 676 Gonzales, Amanda Michelle 10 722 Grubbs, Emory Jackson 09 677 Gonzales, Angel P 11 723 Grubbs, Rachel Marie 10 678 Gonzales, David Taylor 12 724 Guajardo, Veronica Michelle 12 679 Gonzales, Estevan Nicolas 11 725 Guehring, Sophia Jade 10 680 Gonzales, Gabriella Nicole 10 726 Guerin, Veyda 09 681 Gonzales, Johnny Joe 09 727 Guerrero, Geoffrey Aaron 09 682 Gonzales, Katrina Renee 11 728 Guerrero, Isaac Alexander 10 683 Gonzales, Thomas Ernest 09 729 Guerrero, Isaiah James 09 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 16 730 Guerrero, John 12 776 Harrod, Carter Brant 09 731 Guerrero, Kathryn Marie 11 777 Harrod, Madeline Virginia 11 732 Guerrero, Monica Lyana 10 778 Hart, Rachel Shannon 12 733 Guerrero, Otilio Adrian 12 779 Hartman, Bo Alexander 10 734 Guerrero, Paulina T 09 780 Hartman, Kelly Alan 11 735 Guitron Ramirez, Gilberto Isaac 09 781 Hartzer, Jacob Marshall 12 736 Gustafson III, Carl Daniel 11 782 Harvey, Benjamin Kairat 10 737 Gustafson, Rose Catherine 11 783 Hasbrouck, Kaden James 10 738 Gutierrez, Allisea Noelle 12 784 Haskell, Hunter Ryan 11 739 Gutierrez, Gabriella Renee 10 785 Haskett, Holden Christopher 12 740 Gutierrez, Joseph A 12 786 Hastings, Kai Malcolm 10 741 Gutierrez, Savannah Elaine 09 787 Hastings, Madeline L 12 742 Gutierrez, Sylvester 12 788 Hatton, Rachel Claire 12 743 Gutierrez-Infante, Araceli 09 789 Hawes, Ella Elizabeth 09 744 Guzman, John Albert 11 790 Hawkins, Madaline Elizabeth 11 745 Hackworth, Gabriel Lopez 11 791 Haywood, Chad Mason 09 746 Hadd, Hudson Blake 12 792 Hazle, Isaiah Nathaniel 09 747 Hadley, Archer S 12 793 Hazle, Noah M 12 748 Hadley, Nicholas Wayne 11 794 Heacock, Keilen Macy 12 749 Hadley, Richard 09 795 Heal, Hailey E 11 750 Hagan, Nicholas Hilton 09 796 Heal, Madelyn 09 751 Hagen, Ellen Elizabeth 09 797 Heal, Murphy Dee 09 752 Hagen, Lilly Grace 11 798 Heide, Mia Simone 09 753 Hagert, Lucia Helena 09 799 Heinze, Olivia Theron 09 754 Hall, Anthony Simon 10 800 Heleniak, Claire Marie 09 755 Hall, Ethan Michael 10 801 Hemingson, Grant Louis 11 756 Hallee, Connor Hamilton 12 802 Hemingson, Paige Marie 09 757 Hamill, Justin Nicholas 12 803 Hemmer, Kevin Michael 10 758 Hamilton, Hezekiah 12 804 Hemza, Ella Josephine 10 759 Hamilton, Zachary Thomas 09 805 Hendrix, Gerald Bennett 11 760 Hammer, Megan Rae 12 806 Hensey, Jacob Scott 09 761 Hand, Damianna Leigh 10 807 Hensey, Johnathan Tyler 10 762 Hansen, David Elliot 11 808 Hernandez Cruz, Luis Enrique 11 763 Hansen, Hannah Victoria 10 809 Hernandez Herrera, Cesar Isaac 09 764 Harbourt, William Theodore 10 810 Hernandez, Alaina L 10 765 Hardeman, Dadra Charlene 09 811 Hernandez, Aundreic Alberto 09 766 Hardeman, Dedra Elaine 09 812 Hernandez, Brianna Lynn 09 767 Hardeman, Dwight Eddie Acy 09 813 Hernandez, Devin Douglass 10 768 Harris, Alexis 12 814 Hernandez, Donovan Rey 10 769 Harris, Joshua Britton 11 815 Hernandez, Dora Anayely 10 770 Harris, Lily Katherine Chunwu 09 816 Hernandez, Edgar Antonio 09 771 Harris, Malik Jebron 10 817 Hernandez, Gaddiel Isaias 10 772 Harris, Trey Jamal 11 818 Hernandez, Jacob Eleazar 10 773 Harris, Zachary Alexander 09 819 Hernandez, Kyra Chelcie 11 774 Harrison, Malcolm Bryant 11 820 Hernandez, Logan Luis 09 775 Harrison, McIvor Flowers 12 821 Hernandez, Salma Raquel 12 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 17 822 Herrera, Aaron Scott 10 868 Huckaby, Ysabella Marie 09 823 Herrera, Alexandra R 12 869 Hudson, Brooke Taylor 09 824 Herrera, Anthony Eric 10 870 Huerta, Elias Zachary 12 825 Herrera, Brianna Denea 09 871 Huerta, Michael Mitchell 09 826 Herrera, Eric Jacob 12 872 Huffman, Emily Rose 11 827 Hester, Shade Rushon 12 873 Hughes, Alana K 12 828 Hibler, Amity Moon 09 874 Hughes, Dustin Christopher 10 829 Hicks-Green, Grace 11 875 Hull, Ashton Alan 10 830 Hight, Starr Yoshie 12 876 Humphrey Jr, Jim Levern 11 831 Hilario, Daniela 12 877 Humphrey, Michael Thomas 09 832 Hill, Veronica Ann 09 878 Hunter, Robert Park 12 833 Hime, Lilliana Yuelei 12 879 Hurley, Nicholas Adrian 12 834 Hirsch, Lauren Alexandra 09 880 Hurtado, Carlo Alexander 09 835 Hockey, Augustus Finn 12 881 Hutson, Ian Xavier 12 836 Hoermann, Maggie Lynn 09 882 Hutson, Nia Ihsaan Destiny 10 837 Hoey, Brian Patrick 12 883 Hyde, Austin Rossington Collin 12 838 Hoffman, Aaron Deshawn Clifton 09 884 Ibarra III, Reginaldo A 11 839 Hogan, Aidan Robert 11 885 Ibarra, Jose 09 840 Hogan, Jamie Alison 12 886 Ibrahim, Yousif 12 841 Hogan, Jazmiine Michelle 09 887 Irby, Madison Olivia 12 842 Holland, Joshua Aldrich 12 888 Isensee, Ava Helene 09 843 Holleran, Blake Dylan 12 889 Isham, Wynn Ferris 09 844 Hollerbach, Mariella Catherine 12 890 Isunza, Gabrielle Jillian 10 845 Holliday, James Patrick 10 891 Ivey, Hannah Elizabeth 11 846 Hollister, Jack Thomas 10 892 Ivy, Deven Nicholas 11 847 Holmes, Joanie Leland 09 893 Ivy-Cruz, Melina Renee 11 848 Holmes, Quinn 10 894 Jackson, Aidan Stuart 10 849 Holmes, River 12 895 Jackson, Breanna Aubrenae 11 850 Holmes, Zachariah N 12 896 Jackson, Chase N 11 851 Holt, David Gage 10 897 Jackson, Meredith Ann 11 852 Holubec, Lindsey Louise 11 898 Jackson, Reagan Marie 09 853 Holubec, Thomas Fraser 09 899 Jackson, Summer Brooke 10 854 Homyak, Robert 10 900 Jacobs, Josuaa Caleb 10 855 Hoopingarner, Samuel Robert 10 901 Jaime, Zahira Elyz 09 856 Hopper, Ewan David 09 902 Jaimes Jr, Alejandro 09 857 Hopper, Robert Jeffrey 11 903 Jaimes, Daniel Emilio 12 858 Horn, Dylan Joshua 09 904 Jaimes, Verenice 09 859 Hornfischer, David James 12 905 Jaimes, Viviana 09 860 Hosch, Jon Hamilton 11 906 Jalomo Cerda, Vanessa Nicole 09 861 Houk, Tristan Hunter Lockey 12 907 James, Nicholas Ryan 12 862 Householder, Patrick F 12 908 Jameson, Ella Margaret 09 863 Howard, Alyssa Nichole 12 909 Jaramillo, Isaac 12 864 Howes, Madeline Claire 10 910 Jaramillo, Lorenzo A 12 865 Hubbard, Brenton 10 911 Jarmon, Stephen T 11 866 Huber, Claire Louisa 12 912 Jenkins, Nicole 11 867 Hubner, Elena Jean 11 913 Jimenez, Angelique Yvette 12 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 18 914 Jimenez, Perla 10 960 King, Tondre Romel 11 915 Jimenez, Sofia 10 961 Kinkade, Jacob Lee 10 916 Jimenez-Rodriguez, Yoana 10 962 Kinkade, Rene Elizabeth 11 917 Jobe, Olivia Grace 09 963 Klein, Allison 11 918 Johnson, Dashiell Ali 10 964 Klein, Connor M 12 919 Johnson, Samantha Jazmin 09 965 Klier, Kaylee Ann 09 920 Johnson, Thelma Christal 09 966 Knaggs, Frances Ann 11 921 Johnson, Thomas Lee 10 967 Knaggs, Samantha Barret 11 922 Johnston, Emma Kathleen 10 968 Knisely, Maggie Ruby Anne 09 923 Johnston, Grace Margaret 11 969 Knowles, Asia Love 09 924 Johnston, John McCoy 12 970 Koch, Hunter Garett 12 925 Johnston, Justin S 10 971 Kocurek, Mary Frances 09 926 Jolly, Leo Alessandro 09 972 Kocurek, William Christopher 09 927 Jones, Emily E 12 973 Koitzsch, Patrick Alexander 12 928 Jones, Hayley Kristine 11 974 Kolawole, Aishat Adebimpe 09 929 Jones, Jordan Michelle 12 975 Kolb, Anne-Marie Bennett 12 930 Jones, Malik Daeqon 09 976 Kolb, Elizabeth Katherine 11 931 Jones, Nathan Zachary 09 977 Krakauer Ganz, Toby Simon 11 932 Jones, Precious R 10 978 Kuhn, Robert Joseph 11 933 Jones, Ryleigh Katrina 10 979 Kuhn, Roger Jelequez E 11 934 Jordan, Helena Anne Cameron 11 980 Kuhn, Sarah Elizabeth 10 935 Juarez, Jason Roy 11 981 Kuykendall II, Latimer Maxcy 12 936 Jurado Rodarte, Christopher Daniel 12 982 Kuykendall, Charles 10 937 Kalbacher, Coleman Beau 11 983 Lacamu, Hunter James 12 938 Kan, Christopher Kompak 10 984 Lahav, Nicole Renee 10 939 Karnell, Zachary 10 985 Lally, Lucinda Jane 09 940 Katz, Harrison Faulk 10 986 Lambert, Benjamin David 10 941 Kay, Laine Nicole 09 987 Lane, Tyson Alexander 09 942 Keenan, Rebecca Jordan 09 988 Lanier, Spencer Meeks 09 943 Keene, Foster Lawrence 12 989 Lanzillotti, Marcella Gwyn 11 944 Kelley, Kylie Elizabeth 09 990 Lara, Abraham 09 945 Kells, Avery Jordan 09 991 Larkin, Carmen Kelly 09 946 Kelly, Zachary Michael 11 992 Laroux, James Ogden 12 947 Kendall, Cole Ashton 11 993 Larrimore, Zoe Sky 12 948 Kennedy, Catherine Blake 10 994 Larson, Jake Ryan 10 949 Kenney, Brennan James 09 995 Latino, Lee Joshua 10 950 Kepple, Annaclaire Marie 09 996 Laughlin, Barbara Nicole 12 951 Kepple, Max Hoonkeun 11 997 Laughlin, David William 12 952 Kersey, Evan Samuel 09 998 Laughlin, John Grant 10 953 Ketcham, Genevieve Grace 12 999 Launius, Perrie Elizabeth 12 954 Khan, Omar Mohammad 12 1000 Launius, Taylor Elizabeth 10 955 Kiehl, Jake 11 1001 Lauritzen, Tessa Layne 12 956 Kiessling, Kelly Luis 09 1002 Laws, Tyler M 12 957 Kilburn, Madelyn Kayel 11 1003 Leary, Johnathan 09 958 Kim, Alyssa Carolyn 10 1004 Ledesma, Mikayla Shea 12 959 Kindred-Brown, Chelsie Tyeann 10 1005 Ledet III, Charles Alphonse 09 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 19 1006 Leduc, Christopher John 12 1052 Lopez, Alejandro Rafael 09 1007 Lee, Cody Lloyd 11 1053 Lopez, Alexander 09 1008 Lee, Robin N 12 1054 Lopez, Alexis 11 1009 Lee, Taylor Sanghyun 11 1055 Lopez, Brian Neo 09 1010 Lehman, Tessa Grayson 09 1056 Lopez, Elijah Rey 11 1011 Leibas III, Ignacio I 11 1057 Lopez, Esperanza Ivonne 09 1012 Lejarazu, Emilia Pablova 12 1058 Lopez, Joshua David 11 1013 Lemons, Troy Donell 12 1059 Lopez, Manuel 12 1014 Lepage, Kayleigh McKenzie 11 1060 Lopez, Mario Luis 11 1015 Lessner, Lucy M 10 1061 Lopez, Mark Anthony 10 1016 Lester, Emily Octavia 11 1062 Lopez, Sandra Nohemi 10 1017 Leuzinger, Ben Ellis 09 1063 Lopez, Zoey Paris 10 1018 Levatino, Samuel Joseph 12 1064 Lopez-Ariza, Andres 11 1019 Levy, Olivier 12 1065 Lopez-Cortez, Carmen Yesenia 10 1020 Lewis, Abigail Palmer 12 1066 Loredo, Alexander 10 1021 Lewis, Aleah Marie 10 1067 Lorfing, Reagan McKenzie 10 1022 Lewis, Keonia Leann 10 1068 Lossing-Cann, Cezanne Rose 09 1023 Lewis, Lee Ernest 12 1069 Lowenberg, Nicolas 10 1024 Liebler, Erin Margaret 09 1070 Lowrance, Mandy Joyce 09 1025 Ligon, Maria Alexandria 12 1071 Loyola Sanchez, Miguel Angel 12 1026 Limon Viteritto, Vanessa Alanna 09 1072 Lozano, Kaysie Teresa 09 1027 Limon Viteritto, Vincent A 12 1073 Lozano-Sanchez, Paola 10 1028 Limon, Alexander Jacob 09 1074 Lozano-Sanchez, Sara Maria 12 1029 Limon, Dakota John 10 1075 Lozoya, Celeste 12 1030 Limon, Louis Eric 10 1076 Lozoya, Fabian 10 1031 Limon, Nicholas Ryan 11 1077 Luan, Kiet Vi 10 1032 Limuel, Rodney 10 1078 Lucciani, Baylee Nicole 09 1033 Lindzey, Tobin G 12 1079 Lucio, Ernest Brandon 11 1034 Lino, Samuel Todd 09 1080 Ludeke, Adela 11 1035 Lipof, Pearl Sylvia Mae 10 1081 Ludlow, Tristan Ryan 09 1036 Lipton, Max Charles 09 1082 Lujan, Adrian Allen 12 1037 Listi, Margaret Josephine 10 1083 Luna, Jordan Isaiah 09 1038 Listi, Matthew John 12 1084 Lundin, Dane Alden 10 1039 Lizarraga, Alejandro Valencia 12 1085 Lundy, Avery Krista 12 1040 Logins, Caitlin A 11 1086 Lynch, Eva St Clair 10 1041 Loiselle, Doc Thomas 11 1087 Lynch, Margaux Renee 10 1042 Lones, Jackson Fillat 10 1088 Lyonnais, Zackery Kaleb 09 1043 Long, Alexis Aubrey 09 1089 Machado, Alicia Elise 09 1044 Long, Collin Anne 11 1090 Machado, Joe Angel 11 1045 Long, Iyeisha Kailynne 12 1091 Magallanes, Monica Michelle 11 1046 Longoria, Christine S 10 1092 Magness, Desmond Ruby 10 1047 Lopez Casique, Vanesa 09 1093 Mahaffey, Phil Strong 09 1048 Lopez Gamas, Eli 11 1094 Mahmoud, Sami Ahmed 09 1049 Lopez Garcia, Jennifer 09 1095 Mailloux, Michael Wyatt 12 1050 Lopez Gutierrez, Jose Guadalupe 12 1096 Maisuria, Krishna Pareshkumar 11 1051 Lopez Lara, Stephanie 10 1097 Maji, Lulu Aung 11 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 20 1098 Majors, Ashton Marcellus 12 1144 Mateja, Christopher Michael 10 1099 Malachowski, Kyle Alan 11 1145 Mathias, Gabrielle Elyse 12 1100 Malachowski, Rhyan Ashley 09 1146 Mathias, Olivia Rose 10 1101 Maldonado, Melanie Nicole 09 1147 Mathis, Mister Isaiah 12 1102 Maley, Kassadey Rynae 09 1148 Matson, Daniel Henry 12 1103 Malti, Ines Claire 11 1149 Matson, Thomas Decal 12 1104 Mangold - Bighouse, Lauren Michelle 12 1150 Matthews, Charlotte Grace 09 1105 Mansour, Jaclyn Elaine 11 1151 Mawer, Emily Rose 12 1106 Mansour, Olivia Louise 09 1152 Mawer, Jack Jefferson 09 1107 Mantia, Lorenzo Paul 11 1153 Maxfield, James Gregory 10 1108 Maples, Benjamin 10 1154 Maxwell, Heath Brandon 11 1109 Mar, Salvador 10 1155 Maya Tello, Lorena 09 1110 Maresh, Simone Marie 10 1156 Mayer, William Joseph 11 1111 Marin Jr, Xavier 11 1157 Mazac, Marilyn Starr 11 1112 Marin, Monique Nicol 10 1158 McAfee, Sydney Anne 10 1113 Marinelli, Graham Katherine 12 1159 McBride, Eithan Benjamin 09 1114 Marler, Anne Marie 09 1160 McBurney, Jensen Elaine 12 1115 Marquez, Juan 09 1161 McCall, Chloe Danger 10 1116 Marsales, Nathan Cole 09 1162 McCann, Madeline Jade 10 1117 Martin, Emily Diane 11 1163 McCartt, Susan Elaine 09 1118 Martin, McKenna Jade 09 1164 McCarty, Bethanie Eve 09 1119 Martin, Sabrina Jade 12 1165 McCaskill Jr, Juwon Reynaldo 10 1120 Martinez Escalante, Mark Anthony 09 1166 McClelland, Connor 11 1121 Martinez Hernandez, Marisabel 09 1167 McCray, Kyle C 12 1122 Martinez IV, Silverio Jose 12 1168 McCray, William Christian 10 1123 Martinez Jr, Christopher Eric 12 1169 McCreight, Luke Sharidan 09 1124 Martinez Jr, Pedro 10 1170 McCutchen, Bobby Lee 10 1125 Martinez Jr, Sonny J 10 1171 McCutchen, Daniel Lee 10 1126 Martinez, Alejandro Liam 11 1172 McCutchen, Matthew Lee 10 1127 Martinez, Alexus Marie 12 1173 McDonagh, Emma Joan 11 1128 Martinez, Alyssa Victoria 10 1174 McDonald, Caroline McKinney 10 1129 Martinez, Arriana Serena 12 1175 McDonald, Samuel Benton 10 1130 Martinez, Ceana Maria 09 1176 McElroy, Ashley Lauren 11 1131 Martinez, Destini Mari 11 1177 McFadden, Katie Elisabeth 11 1132 Martinez, Evan P 10 1178 McGehee, Lucia Natalia 09 1133 Martinez, Gabriella Nicole 09 1179 McGehee, Marina B 11 1134 Martinez, Isaac Elexsus 12 1180 McGowan, Aidan Michael 10 1135 Martinez, Kassandra Eva Lopez 12 1181 McGuckin, Jonas Ayres 10 1136 Martinez, Martin Lupe 11 1182 McHale, Caitlin Loring 12 1137 Martinez, Melissa Marie 12 1183 McIntyre, Graham 10 1138 Martinez, Mercedes Blue 09 1184 McKeefer, Elizabeth Marie 12 1139 Martinez, Reyes A 10 1185 McKinney Jr, Charles Dee 12 1140 Martinez, Roman 09 1186 McLarty, Sara Frances 10 1141 Martinez, Samantha Rose 11 1187 McLendon, Lewis P 11 1142 Martinez-Jimenez, Diana Alexandria 09 1188 McMackin, Kate Morine 09 1143 Mata, Dillon Christian 09 1189 McNamara, Bailey Eryn 12 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 21 1190 McNamara, Riley Bryn 10 1236 Miranda, Vanessa M 10 1191 Medearis, Kevon Douglas Ray 09 1237 Mireles, Aliciana Felis 12 1192 Medel, Yazire 12 1238 Modesett IV, John Harvey 12 1193 Medina III, Martin 11 1239 Modesett, Michael James 10 1194 Medina, Aliah Renaye 11 1240 Moe, Savannah Ashley 10 1195 Medina, Daniel Joel 09 1241 Moeller, Estella Louise 09 1196 Medina, Jennifer 10 1242 Moffett, De'andre K 12 1197 Medina, Jonathan Sergio 11 1243 Moffett, Deja Monique 11 1198 Medlock, Brady Sean 12 1244 Mojica, Felix 11 1199 Medrano, Samantha 12 1245 Molina Fierro, Jasmine 09 1200 Melder, Harrison W 11 1246 Molina, Alondra 10 1201 Melgar, Jonathon Ian 12 1247 Molina, Erik German 10 1202 Menchaca, Alisa Renee 11 1248 Moncivais, Taylor V 09 1203 Menchaca, Diego Tiger 10 1249 Monden, Katelyn Renae 12 1204 Mendez, Alejandra Jasmin 10 1250 Mondragon Zapata, Nancy 09 1205 Mendez, Claudio Compean 09 1251 Monroe, Marie Arlene 11 1206 Mendez, Eric A 11 1252 Monrroy, Erik Alexis Gomez 11 1207 Mendez, Krysten Brianne 12 1253 Monsivais, Marina Grace 09 1208 Mendez, Romeo Compean 12 1254 Montalvo, Jonathan Paul 11 1209 Mendez, Tigris 10 1255 Montanez, Julia Love 09 1210 Mendez, Valentin Compean 11 1256 Montemayor, Jeremiah Alize 11 1211 Mendivil, Nicholas Jay Valles 10 1257 Montemayor, Maya Dolores 09 1212 Mendoza, Christopher R 12 1258 Montemayor, Tonatiuh Luis Antonio 09 1213 Mendoza, Dezarae Masinik 12 1259 Montez, Caleb Rene 09 1214 Mendoza, Eric N 11 1260 Montoya Garcia, Grecia 10 1215 Mendoza, Laura Vannessa 11 1261 Montoya III, Rudolph 12 1216 Mendoza, Marcello 11 1262 Montoya, Christiana D 12 1217 Mendoza, Samantha 10 1263 Moon, Amiya Cupri 09 1218 Mendoza, Sandra 12 1264 Moore, Elliott Andrew 10 1219 Mercado, Jonathan Robert 11 1265 Moore, Hannah Carole 12 1220 Mercado, Kristiana Nicole 09 1266 Moore, Jessica Mauricia 09 1221 Mercer, Margaret Childs 12 1267 Moore, Katie Elizabeth 11 1222 Mercer, Neilson Childs 12 1268 Moore, Melissa Laura 11 1223 Merkle III, J Dickson 09 1269 Moore, Meredith 09 1224 Merritt, Lucas Andres 09 1270 Moore, Riley Marie 09 1225 Mershon, Ian Ramsdell 11 1271 Mora, Hugo 12 1226 Metting, Bonnie Taylor 12 1272 Morales Aguilar, Johana Zuleica 10 1227 Midwood, Levon Moses 09 1273 Morales, Isaias S 11 1228 Miller, Forest J 10 1274 Morales-Tudon, Jose Irineo 09 1229 Miller, Ryland Austin 09 1275 Moralez, Chase Beaux 10 1230 Mills, Athena Olivia 12 1276 Moralez, Melissa Karen 09 1231 Mills, Aurora Chrysler 09 1277 Moran Jr, Jonathan Lee 09 1232 Mills, Matthew Jordan 12 1278 Moran, Sierra B 09 1233 Mills, Savannah Rose 10 1279 Moreno, Adrian Dominic 12 1234 Miramontes, Daniel 10 1280 Moreno, Catarina Victoria 09 1235 Miramontes, Delilah 12 1281 Moreno, Daijha Alexandra 11 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 22 1282 Moreno, Kasandra Elizabeth 09 1328 Nugent, Michael Anh 10 1283 Moreno, Thomas Matthew 12 1329 Nunez, Javier 11 1284 Morgan, Zachary Thomas 12 1330 Oates, Samantha Jo 09 1285 Morlotti, Silvana 12 1331 O'Brien, Ian Rayne 12 1286 Morris V, John Augustus 09 1332 O'Brien, Katharine 11 1287 Morris, Mary Elizabeth 09 1333 Ocasio, Luke Anthony 09 1288 Morris, Scott Anthony 09 1334 Ochoa, Esteban 11 1289 Morrison, Erin Elizabeth 09 1335 Ochoa, Libna 12 1290 Muhammad, Mustapha Khalyl 10 1336 Oden III, Edwin Stephen 10 1291 Mulkey, Julissa Anne 10 1337 Odland, Seth Michael 09 1292 Muller, Justin Daniel 12 1338 Ogden, Lucas Ian 11 1293 Munn, Harley Edward 09 1339 O'Hanlon, Morgan Celeste 12 1294 Munoz, Joseph Nicholas 09 1340 Ojeda, Angellina Lynn 11 1295 Munoz, Mia Morgan 09 1341 Olguin, Grayson Scott 12 1296 Murray, Cierra Lashaun 09 1342 Olivares-Paloalto, Jesus Antonio 11 1297 Musgrave, Meagan Marie 12 1343 Olivella, Talize Danielle 09 1298 Myslik, Jack Edward 09 1344 Oliveros, Ana Indori 11 1299 Myslik, Luke Alexander 10 1345 Olson, Ethan C 11 1300 Najera, Joshua 11 1346 Olszanowski, Cory Tyler 10 1301 Nanus, Alex Joseph 12 1347 Olvera, Edward Mitchell 12 1302 Nanus, Grace Ella 10 1348 O'Neill, Brendan Newton 11 1303 Narciso, Janea Maris 11 1349 O'Quin, Ana C 11 1304 Nasreddine, Sarah Akram 11 1350 Ornelas, Luis Alfonso 09 1305 Natera, Andre Elias 10 1351 Orona, Ulises Santiago 10 1306 Navarro, Delilah Dominique 09 1352 Orosco, Alfredo 10 1307 Navarro, Dominic A 12 1353 Orr, Erin Joy 09 1308 Navarro, Jorge Luis 09 1354 Ortega, Keren Rocio 12 1309 Navarro, Mark Anthony 09 1355 Ortega, Laura Victoria 10 1310 Neal, Brandon Jordan 11 1356 Ortiz, Alexis Darian 10 1311 Nelson, Emma Dae 11 1357 Ortiz, Danielle Alexis 11 1312 Nelson, Jacob Taylor 10 1358 Ortiz, Samantha Jane 09 1313 Newcomb, Bradford Venable 12 1359 Ortiz-Gomez Jr, Efrain 12 1314 Newman, Nathaniel Tre 11 1360 Osborn, Haley Mischelle 12 1315 Newsome, Chloe Moon 12 1361 Osborn, Jackson Lanier 12 1316 Ngo, Matthew Thanh Hoang 10 1362 Osborn, Noah Jack Strong 11 1317 Nicholas, Blakeley H 12 1363 Osborne, Brianca Jasmine 11 1318 Nichols, Dina Jo 11 1364 Ott, Miles Lucian 10 1319 Nino, Jacob Ryan 10 1365 Otte, Walker Drew 10 1320 Nipps, Ariana Nichole 09 1366 Ousey, Emmitt C 12 1321 Noblitt-Atkins, Aron L 10 1367 Ovalle, Declan Alexander 09 1322 Norgan, Jordan Isaiah 09 1368 Owens, Kyara Charnae 09 1323 Norman, Jack McLendon 09 1369 Ozdil, Collins Ilhan 10 1324 Norman, John Lee 10 1370 Ozdil, Liam Dawes 10 1325 Northington, William Carter 11 1371 Pacheco, Lee Roy 12 1326 Notzon, Pablo Francesco 11 1372 Padilla, Jacob Andrew 10 1327 Nowicki, Shayna Rose 12 1373 Padilla, Rickey Juan 12 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 23 1374 Padron, Jennifer 11 1420 Perez, Dalilah Rachel 10 1375 Palacios, Tiffany M 12 1421 Perez, Emily 09 1376 Palmer, Chandler Hargrove 11 1422 Perez, Jacob R 11 1377 Palmer, Cora Adrienne 12 1423 Perez, Jaime Maximino 10 1378 Palmer, Samuel Gaines 11 1424 Perez, Nicholas Trey 12 1379 Palomo, Omar 10 1425 Perez, Paul Harrison 09 1380 Pape, Patrick Lou 10 1426 Perez-Davis, Nathaniel Joseph 10 1381 Pardo, D Ann 11 1427 Perez-Nunez, Joseline 12 1382 Pardo, Mayo 11 1428 Perez-Zapata, Noah James 10 1383 Parkash, Khunal 11 1429 Perkins Fedoroff, Lillian Patricia 10 1384 Parkash, Ritivik 09 1430 Perkins, Tobias E 12 1385 Parker, Harrison Patrick 11 1431 Perkins-Jechow, Bryce Jordan 10 1386 Parks, Valerie Faith 11 1432 Perry, Madison Amy 10 1387 Parsons, Davis Garrett 11 1433 Perry, Matthew Ryan 12 1388 Parsons, Enoch Garth 11 1434 Perry, Meagan Elizabeth 12 1389 Parsons, Karyn Leigh 09 1435 Perry, Morgan Nicole 09 1390 Parsons, Nicholas G 10 1436 Pesoli, Isabella Clare 11 1391 Parsons, Seth Hyrum 09 1437 Peterman, Aaron Jackson 10 1392 Pate, Callie Frances 09 1438 Peterman, Claire Anne 09 1393 Pate, Kevin Alexander 09 1439 Peterman, William Joseph 11 1394 Pate, Stewart Patrick 12 1440 Peters, Benjamin C 11 1395 Paterson, Eric Adam 09 1441 Peterson, Dayle Evangeline 09 1396 Patier, William Hastings 10 1442 Peterson, Donovan Scott 12 1397 Patina, Kayla 10 1443 Pettit, Colleen Nicole 11 1398 Patterson, Connor Randolph 12 1444 Peurrung, Jack Walter 09 1399 Patterson, Rhyan Lanette 09 1445 Pfeiffer, Ava Margaret 11 1400 Patterson, Spencer Randolph 10 1446 Phan, Alex Thuan The 11 1401 Patterson, William Chester 12 1447 Phillips, Beck Harrison 09 1402 Pavey, Ryan Walter 12 1448 Phillips, Robert Kyle 11 1403 Pavia, Benjamin Jacob 09 1449 Pickett, Amber Kay 11 1404 Pavia, Malieah Mishale 10 1450 Piedra, Nicolas Zachariah 10 1405 Pearson, Samuel S 12 1451 Pillman, Zachary Joseph 11 1406 Pecore, William Hohlt 09 1452 Pina, Saretta Nicole 10 1407 Peel, Benjamin D 12 1453 Pinchback, Kaya Irene 10 1408 Peel, Samuel Harrison 10 1454 Pine, Preston L 12 1409 Peers, Joseph Chadwick 09 1455 Pinigis, Emily Mae 10 1410 Pena III, Paul 10 1456 Pitts, Chase Richard 11 1411 Pena, Briana Mielle 11 1457 Pitts, Rachel Diane 09 1412 Penhallow, Olivia Laurence 12 1458 Plaut, Samuel Webre 09 1413 Penhallow, Pearce Harmon 09 1459 Plunkett, Evan Matthew 11 1414 Perales, Gabrielle 11 1460 Pojunas, David Alexei Reed 10 1415 Peralta, Stephanie 11 1461 Polan, Chance Kraege 11 1416 Perea, Jacob Ronald 09 1462 Polanco, James Anthony 11 1417 Perez Cano, Sanjuana 09 1463 Polanco, Marcela Miranda 10 1418 Perez, Ana J 11 1464 Poliakoff, Ella C 10 1419 Perez, Christian Alfred 11 1465 Poliakoff, Gabriel E 10 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 24 1466 Polter, Ezra Van 12 1512 Ramos, Nathalia 09 1467 Ponce, Manuel Ignacio 11 1513 Randel, Matthew Lawrence 10 1468 Ponce, Rebecca Alejandra 12 1514 Rangel Ramos, Jesus Eduardo 09 1469 Pope, Krystal Kristine 12 1515 Rangel, Caitlyn Brittany 09 1470 Poris, Nathaniel G 10 1516 Rangel, Marisol M 12 1471 Porter, Blake Phillip Owen 11 1517 Rangel, Merilyn Julissa 12 1472 Porter, Brianna Shea 10 1518 Rank, Patrick Joseph 09 1473 Porter, Raqual Valarie 09 1519 Rank, Ryan Thomas 09 1474 Potter, Emily Quinn 11 1520 Ratliff, Wesley 09 1475 Potts, Aidan Keller 09 1521 Ray, Tyler Jacob 09 1476 Pousson, Caela Lazet 09 1522 Read, Brielle Yvonne 11 1477 Powers, John Leon 10 1523 Reed, Grant Denver 10 1478 Powers, Paisley Moret 12 1524 Reed, Haley Leeann 09 1479 Prater-Burgess, Kincade Michael 09 1525 Reese II, Quincy Chantel 10 1480 Prescott, Haley Indigo 10 1526 Reeves, Morgan Nicole 12 1481 Preston, Abigail G 10 1527 Regalado, Adriana Raquel 10 1482 Price, Melody Tahirih 12 1528 Regalado, Myles Martin 10 1483 Price, William Andrew 10 1529 Reimers, Jackson Miller 09 1484 Prieto, Carlos 09 1530 Reingatch, Andre Konstantin 10 1485 Primeaux, Leah Marie-Clair 10 1531 Remmert, Noah Barry 11 1486 Prince, Danielle Marie 10 1532 Rendon, Zoe Melin 10 1487 Prince, Victoria Elizabeth 11 1533 Rennaker, Martin Walker 09 1488 Propst, Elena 09 1534 Renteria, Jason Anthony 12 1489 Propst, Isabela 09 1535 Renteria, Patricia 10 1490 Pruitt, Rowan Elizabeth 12 1536 Requejo, Kristal Lysette 12 1491 Pugh, Ian W 11 1537 Resendez, Dariann Christine 12 1492 Putman, Eve Isadora 12 1538 Rey, Benjamin 09 1493 Queen, Austen Grant 11 1539 Reyer, Peter Theodore 09 1494 Quick, Eleanor Elizabeth Cook 11 1540 Reyes III, Jose T 12 1495 Quinonez Pineda, Mario Andres 11 1541 Reyes IV, Tony 09 1496 Quintana Molina, Miguel Angel 11 1542 Reyes Perez, Paola Catherine 11 1497 Quintero, Edward 10 1543 Reyes, Alan 09 1498 Quiroz Mendez, Jesus 12 1544 Reyes, Ariana Elisa 11 1499 Quiroz, Madison P 11 1545 Reyes, Desiree Alamanda 10 1500 Rachael-Homann, Teodor 09 1546 Reyes, Dominic 11 1501 Raetz, Indigo Bernard Jesshiah 09 1547 Reyes, Kassandra Elena 09 1502 Raffle, Abby Christine 10 1548 Reyes, Kristian Erik 10 1503 Ramirez Moreno, Mariana 11 1549 Reyes, Maricela E 10 1504 Ramirez, Alexandra Catherine 12 1550 Reyes-Reynoso, Samuel 09 1505 Ramirez, Fredy Antonio 12 1551 Reyna, Valerie Nichole 12 1506 Ramirez, Gabriela 12 1552 Reynolds, Esperanza Elisa 11 1507 Ramirez, Julian Jose 10 1553 Reza Padron, Judi 11 1508 Ramirez, Kristina Maris 12 1554 Richard, Jacob Charles 10 1509 Ramirez, Martin Adan 12 1555 Rickard, Kolin Burke 10 1510 Ramirez, Rafael Ricardo 11 1556 Riland, Madison Byrne 11 1511 Ramos, Jonathan S 12 1557 Rios, Carolina Iliana 09 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 25 1558 Rios, Marissa Andrea 09 1604 Rojas Ortega, Mauricio 09 1559 Ritz, Savannah Olivia 11 1605 Rojas, Canyon Blue 12 1560 Rivas, Angel Rose 10 1606 Rollins, Briana M 10 1561 Rivera, Dominic A 10 1607 Romero, Benjamin Amador 10 1562 Rivera, Madison Janell 10 1608 Romero, Daslynne Monique 12 1563 Rivera, Marcus Dashawn 10 1609 Romero, Liam Everett Raymond 09 1564 Rivera, Mariana Estefania 11 1610 Romero, Paulina 11 1565 Rivera, Mylena Dana 09 1611 Root, Benjamin A J 12 1566 Rivera-Rios, Jose 10 1612 Rosales, Makaila Gabrielle 10 1567 Robbins, Emily Marie 11 1613 Rosario, Caterina Estelle 11 1568 Roberson, Sierra R 12 1614 Rosario, Dominique Luisa 11 1569 Roberts, Jason A 12 1615 Rosas, Alexis Alexandria 10 1570 Roberts, Jay Daniel 09 1616 Rosenblatt, Matthew Daniel 11 1571 Roberts, Jonathan Dylan 11 1617 Rosenblatt, Megan Elise 11 1572 Roberts-Harris, Cresencia Helena 09 1618 Rosi, Owen Thompson 10 1573 Robertson, Claire M 11 1619 Rositas, Sabrina 12 1574 Robichaud, Logan Aaron 10 1620 Ross, Ethan Charles 12 1575 Robinson, James Cody 10 1621 Roswell, Rachel Sujata 12 1576 Robles, Antonio Richard 10 1622 Rothenbach, Marianna Josefina Deleon 09 1577 Robles, Ariana Lee 12 1623 Roussett, Desirae Noelle 09 1578 Rocha, Alexis Lyzett 09 1624 Roussett, Nathan Andrew 11 1579 Rocha, Drew Julio 09 1625 Rowe, Madeline K 12 1580 Rocha, Eli Daniel 11 1626 Rowsey, Claire Delayne 11 1581 Rocha, Melanie 12 1627 Roy, Chloe Teal 11 1582 Rodela, Adam Michael 09 1628 Ruiz Hernandez, Juan Francisco 09 1583 Rodela, Harmony Elise 12 1629 Ruiz, Alejandro 10 1584 Rodela, Rhiannon E 11 1630 Ruiz, Ana Delia 12 1585 Rodriguez III, Jesus 11 1631 Ruiz, Armando 12 1586 Rodriguez Jaimes, Anthony Daniel 09 1632 Ruiz-Galindo, Jacob Nathaniel 09 1587 Rodriguez Jr, Michael Lee 12 1633 Ruiz-Hernandez, Rosaura 11 1588 Rodriguez Jr, Raul Gerardo 10 1634 Runyan, Graycen 09 1589 Rodriguez Ochoa, Betsaida 09 1635 Russell, Dylan Isaac 09 1590 Rodriguez Rogel, Yaretzi 10 1636 Russell, Samuel Aaron 09 1591 Rodriguez Santos, Leidy Joana 10 1637 Russell-Ogren, Crescent Inan 11 1592 Rodriguez, Anna Loraine 12 1638 Rusthoven, Justin Lewis 10 1593 Rodriguez, Blas Luis 09 1639 Sabo, Jude Kerber 09 1594 Rodriguez, Diego Alexander 09 1640 Saenz, Jessica Renee 11 1595 Rodriguez, Gabriela Regina 09 1641 Saenz, Rudolph Joseph Martens 11 1596 Rodriguez, Jalen 10 1642 Saenz-Thurn, Noah Austin 10 1597 Rodriguez, Juliana Teresa 10 1643 Sak, Bryan M 09 1598 Rodriguez, Kelly Guadalupe 11 1644 Sak, Dylan Michael 12 1599 Rodriguez, Madelyn Elaine 12 1645 Salazar, Allyson Kenzie 11 1600 Rodriguez, Mercedes Nicole 10 1646 Salazar, Annamaria 09 1601 Rodriguez, Veronica Marie 09 1647 Salazar, Beatriz Helena 09 1602 Rodriguez, Victoria 10 1648 Salazar, Salma Bethbirai 12 1603 Roeling, Gerard Christopher 09 1649 Salazar, Simri David 10 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 26 1650 Saldana, Jair Joseph 09 1696 Schirmer, Haley Genevieve 09 1651 Saldana, Mateo Andres 09 1697 Schloz, Hayden Alexander 09 1652 Saldana, Sean A 12 1698 Schmid, Molly Marie 10 1653 Saldivar, Azlin 12 1699 Schmidt, Gabriel Anthony 12 1654 Salem, Hussam Haitham 11 1700 Schmitz, Dakotah Louis 10 1655 Salerno, Alexander Louis 09 1701 Schneider, John Gary 09 1656 Salgado Mendez, Anahi 09 1702 Schneider, Jordan Maxine 11 1657 Salinas Suarez, Shaddai Danae 10 1703 Schneider, Trevor Eugene 09 1658 Salinas, Dominic Wayne 12 1704 Schraff, Samuel David 11 1659 Salinas, Luis Carlos 10 1705 Schriever, Zikolos Hans 12 1660 Sallans, Reed Spiller 12 1706 Schroer, August G 11 1661 Sallans, Russ Carter 10 1707 Schroer, Graydon Ryan 09 1662 Samarripa Jr, Michael A 11 1708 Schroer, Sebastian 11 1663 Samarripas, Stone Avery 09 1709 Schultz, Haley Renee 10 1664 Samford, Andrew N 12 1710 Schultz, Heidi Lynn 11 1665 Sanchez Calvillo, Alan 09 1711 Schuneman, Parker Trent 10 1666 Sanchez Calvillo, Lorenzo 09 1712 Schwartz, David Ray 10 1667 Sanchez Jr, Eliseo 10 1713 Schwartz, Elizabeth Kelly 12 1668 Sanchez Jr, Joe Anthony 10 1714 Schwartz, Fernando Jose 12 1669 Sanchez Jr, Juan 12 1715 Scott, Charles Campbell 09 1670 Sanchez, Anthony Daniel 12 1716 Scott, Christian Robert 09 1671 Sanchez, Dulce 12 1717 Scott, Shaylah Renee 11 1672 Sanchez, John-Paul G 10 1718 Scott, Tyler J 10 1673 Sanchez, Joslynn 09 1719 Scovell, Madeline Rose 11 1674 Sanchez, Marcial 10 1720 Segura, Buster Joseph 09 1675 Sanchez, Matthew G 09 1721 Segura, Lauren Angel 10 1676 Sanchez, Moe Patrick Timothy 11 1722 Seibert, Nicole Kelsey 10 1677 Sanchez, Tauviana Adell 10 1723 Seiffert, Dayna Josephine 11 1678 Sanchez, Tyler Ryan 12 1724 Seiler, Mary Frances 12 1679 Sanders, Brandon Antonio 10 1725 Semerjibashian, Avedis Johannes 12 1680 Sandt, Julian Christian 09 1726 Semerjibashian, Madeleine Grace 09 1681 Santa Ana, Jack Ryan 11 1727 Shack, Bernadette L 11 1682 Santana, Salma Andrea Hurtado 10 1728 Shaloame, Yemeya Jade Lillath 09 1683 Santiago-Arzate, Damaris Gabriela 09 1729 Shanahan, Rebekah Tessa 09 1684 Santillan Guajardo, Eduardo 12 1730 Shaner, Raymond Catabona 12 1685 Santillan, Guadalupe 11 1731 Sharif, Awsaf Akbar 10 1686 Santillana-Thompson, Tegan Roe 09 1732 Shaughnessy, Nicolas Patrick 10 1687 Santillana-Thompson, Tiarnan Rhys 10 1733 Shaw, Gavin Lee 09 1688 Santos, Joseph Esmundo 09 1734 Shehan-McKelvy, Gabriel S 11 1689 Santos, Mateo Inocente 09 1735 Shehan-McKelvy, Salvador Orion 12 1690 Sasser, Katherine Claire 12 1736 Shepard, Gaige Benjamin 10 1691 Saucedo, Leah Rae 09 1737 Sheppard, Hayley Michelle 12 1692 Saucedo, Quinton Victor 12 1738 Sheridan, Ben Duncan 11 1693 Schatz, Nicholas Peter 11 1739 Sheridan, Clayton Randal 09 1694 Schatz, Noah Albert 11 1740 Sherrill, Nikolas Ryan 10 1695 Schexnayder, John Wiley 09 1741 Shield, Summer Lea 11 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 27 1742 Shigri, Ammar 10 1788 Solis, Jovaughnie Rae 12 1743 Shilliday, Jackson Brady 10 1789 Solis, Xavier E 11 1744 Shindler, Adam Paul 11 1790 Solomon, Alexus Marie 11 1745 Short, Caleb Madison Alexander 11 1791 Solomon-Moore, Devon Roy 12 1746 Sias-Guzman, Anselmo Alejandro 11 1792 Solomons, Emma Sophia 12 1747 Siaw-Sappore, Anna Ayerki 12 1793 Soriano, Sierra Lizette 09 1748 Sierra, Jacob Alexander 09 1794 Sorto Aguilar, Kevin Geovanni 11 1749 Sillers, Juliet A 11 1795 Sosa, Elleana 10 1750 Simmons, Holly Renee 11 1796 Sotelo, Steven A 11 1751 Simmons, Sarah J 10 1797 Spain, Caroline Camille 12 1752 Simmons, Virginia Fontaine 11 1798 Sparks, Seamus Alexander 10 1753 Simons, Hannah Marie 11 1799 Spearman, Ciera Hope 09 1754 Singh, Alessandra Amaya 09 1800 Spielvogel, Ezra Milton 09 1755 Singleton, Naomi Katherine 11 1801 Stadler, Alicia Lynn Almstrum 11 1756 Sink, Juliana Annette 09 1802 Staley, Bennett E 11 1757 Sink, Samuel Austin 10 1803 Stallsworth, Billy Ray 09 1758 Sinsel, Natalie Nicole 12 1804 Stallsworth, Triston Si'ree 09 1759 Sixon, Blaigne Adrian Ayuma 11 1805 Stamper, Alexis Nicole 09 1760 Sjolseth, Daisy Rae 10 1806 Stanfield, Jacob Daniel 09 1761 Skala, Dylan Harley 11 1807 Stanley, Lucretia Elizabeth 12 1762 Skannal, Emily Claire 11 1808 Stanley, Maxim Joseph 10 1763 Skelton, Jessica Renee 09 1809 Starke, Ella Miller 09 1764 Skelton, John Ansley 10 1810 Starke, Robert Thomas 12 1765 Slade, Anna MacKenzie 12 1811 Steele, Shiva Trinity 09 1766 Slawter, Emma 10 1812 Stegall, Kristin Lee 10 1767 Slawter, Noel 10 1813 Steinberg, Jacob Fisher 10 1768 Slawter, Samuel 12 1814 Stell, Victoria Gayle 11 1769 Sloat, Eric John 10 1815 Stennfeld, Micah Christian 11 1770 Smith Klein, Joseph Robert 09 1816 Stephens, Mariano A 12 1771 Smith, Devin Ross 11 1817 Stevenin, Thierry Rene 09 1772 Smith, Elizabeth 11 1818 Stevens, Jennifer E 12 1773 Smith, Gemma Gypsy 10 1819 Stewart, Douglas Joseph 10 1774 Smith, Hope Krystian 10 1820 Stewart, Emma Corinne 09 1775 Smith, Ian Malcolm 10 1821 Stewart, Erick Terrell 10 1776 Smith, Mackinsey Anne 12 1822 Stewart, Euniecia Tederanae 09 1777 Smith, Piper Anne 09 1823 Stinson, Hannah Amelia 12 1778 Smith, Robert Clay 10 1824 Stokes, Felicity Dawn 09 1779 Smith, Samuel Curran 09 1825 Stokes, Jordyn Lyndsi 10 1780 Smith, Taea Nicole 09 1826 Stokes, Olivia Catherine 09 1781 Smith, William 12 1827 Stolz, Ezekiel Thomas 10 1782 Snedaker, Jacob Austin 11 1828 Stone, Jamey Austyn 10 1783 Snedaker, Jordan Patrick 09 1829 Strake, Jonah Payne 10 1784 Snoddy, Daveon Justice 11 1830 Strathmann, William Riley 09 1785 Snyder, Chance Philip 10 1831 Stricklen, Carmen Sophia 10 1786 Soechting, Zachary Tyler 09 1832 Striegler, Ethan C 11 1787 Solis, Jazmin 09 1833 Strosser, Jasper Ezera Alexandra 10 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 28 1834 Stuart, Clara Nieve 12 1880 Tinoco Hilario, Yvonne Irahis 10 1835 Suarez-Espinoza, Jose Christian 11 1881 Tippett, Jordan Everett 10 1836 Suarez-Espinoza, Melissa 12 1882 Tirrell, Franklin Edward 12 1837 Subedi, Subin 12 1883 Tisdale, Marlecia Breauntay Rayshaun 12 1838 Sullivan, Timothy M 12 1884 Titus, Kara Jo 11 1839 Sun, Ophelia 11 1885 Tongate, Julia Roi 09 1840 Sustaita, Angel Danielle 12 1886 Torrance, McKinzey Grace 12 1841 Sustaita, Maria C 10 1887 Torrence, Brianna Michelle 12 1842 Sustaita, Simon Alejandro 12 1888 Torres - Jaramillo, Rodrigo 09 1843 Sutherland, Berk Aiden 12 1889 Torres Arroyo, Angelica 10 1844 Suttle, Nicoleta Hope 11 1890 Torres III, David 09 1845 Swanholm, Nils Edvard 09 1891 Torres Jr, James Austin 10 1846 Swanholm, Soren Axel 12 1892 Torres, Anthony J 12 1847 Swearingen, David Liam 12 1893 Torres, Christian Hunter 09 1848 Switzky Martin, Eve A 12 1894 Torres, Eunice 12 1849 Symonds, Theo James 11 1895 Torres, Jarek Elijah 11 1850 Szachacz, Anamaria 12 1896 Torres, Lorena Jesusita 11 1851 Tagle, Samuel Alejandro 09 1897 Torres, Victoria Ann 10 1852 Taji, Jacob Ammar 10 1898 Torrez, Amery James 12 1853 Tapia, Nathen Eli 10 1899 Torrez, Elliott 11 1854 Tauseef, Syeda Nida 09 1900 Tovar, Bethanee Miranda 10 1855 Taylor, Cameron Dae 10 1901 Tovar, Brianna Elizabeth 09 1856 Taylor, Claudia Anne 12 1902 Tovar, Timothy Nathanael 12 1857 Taylor, Courtney Alize 12 1903 Tovar, Yanira 12 1858 Taylor, Dyamond Deshaney 09 1904 Toy, Mason Alexander 09 1859 Taylor, Jourdan Maxwell 10 1905 Tran, Alexandra Hanh 12 1860 Teel, Kennedy Renee 10 1906 Tran, Cody Jiranun 12 1861 Tellechea, Ian Edward 11 1907 Tran, Huy Vu Gia 12 1862 Tellez, Cierra Illiana 10 1908 Traudt, Jacob Thomas 11 1863 Tendler, Ireland Pace Ryan 09 1909 Trejo, Troy P 10 1864 Terrill, Anna Claire 11 1910 Trembley, Cameron Michael 10 1865 Tether, Alexie Blue 11 1911 Trevino, Alejandro Gilberto 11 1866 Thabit, Qadar Shahid Ibn-Sah 09 1912 Trevino, Andres Jose 09 1867 Thibodeaux, Zoe Raye 10 1913 Trevino, Emily K 11 1868 Thomas, Eve Anwyn 12 1914 Trevino, Emily Nicole 12 1869 Thomas, Justus Rashaad 09 1915 Trevino, Paula Jeanette 10 1870 Thomas, Tiana Grace 10 1916 Triana-Alvarez, Gisela Loren 11 1871 Thompson III, Edwin William 10 1917 Trimaldi, Nicole Carolyn 12 1872 Thompson, Angel Marie 09 1918 Tristan, Joseph Ciprian 12 1873 Thompson, Cameron Kay 09 1919 Trocino, Emma Claire 11 1874 Thompson, De'anna Mara 10 1920 Trott, Demetrius James 09 1875 Thompson, Gabriel 11 1921 Trybendis, Brandon Martin 09 1876 Thompson, Marisa Lynn 10 1922 Tumicki, Madison Jane 12 1877 Thompson, Tahlia Noelle 09 1923 Turner-Nevarez, Samantha Reese 10 1878 Thompson, Tristan Ronald 12 1924 Tustin, Eric 10 1879 Tinnon, Kayla Breanne 10 1925 Twill, Jaya 10 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 29 1926 Ubaldo Herrera, Juan Jose 11 1972 Villegas Castillo, Bexsaida 10 1927 Unbehagen, John Parker 09 1973 Villers Milton, Riis M 12 1928 Underbrink, Evan Alexa 11 1974 Voges, Emily Margaret 11 1929 Urias IV, Harold Michael 10 1975 von Kreisler, Kirk Amis 10 1930 Uribe, Elizabeth M 11 1976 von Kreisler, Kyle Andreas 10 1931 Uzueta, Angelina Marie 11 1977 Voorhies, Lauren Paige 11 1932 Vah, Gabriela Celeste 11 1978 Vreeland, Jacob Miles 09 1933 Valdez, Nicole Leanne 11 1979 Vu, Matthew Justin 11 1934 Valdez-Villarreal, Anthony Cole 12 1980 Waggoner, Charles Patrick 10 1935 Vallejo, Alan Anthony 10 1981 Waites, Benjamin Bryce 12 1936 Vallow, Zachary Chase 11 1982 Walker, Chandler K 11 1937 Van Cromvoirt, Niny Lima 10 1983 Walker, Donte Carl 11 1938 Van Den Berg Shane, Mallory Ko Berend 11 1984 Walker, Xzavia 10 1939 Van Hees, Emma B 12 1985 Wallach, Daniel Ward 12 1940 Van Hoorn, Matthew Holt 11 1986 Wallingford-Nejad, Ethan Andrew 11 1941 Van Noordt, Austin Tyler 11 1987 Walls, Clarissa Louise 12 1942 Vance, Jakob Tyler 12 1988 Walls, Matthew P 12 1943 Vanderglas, Jake Ryan 10 1989 Walsh, Catherine Xin 12 1944 Varela, Arielle 09 1990 Wangemann, James Tomas Santos 09 1945 Varga, Andrew Gerard 11 1991 Ward, Alexander Rex 12 1946 Vargas Jr, Abraham K 11 1992 Ward, Colin Hennessy 09 1947 Vasquez, Milabella Luz 09 1993 Ward, Lauren Elizabeth 09 1948 Vasquez, Sean Ryan 11 1994 Watts, Paige Meredith 09 1949 Vaughn, Steven Ray 11 1995 Weeks, Sarah Elizabeth 12 1950 Vauk, Collin Hunter 09 1996 Weems, Trent Emry 10 1951 Vazquez Jr, Juan Antonio 09 1997 Welch, Jordan N 12 1952 Vazquez, Brayan 09 1998 Weldon-Carroll, Ryancole 10 1953 Vazquez-Paz, Isaac Cleofas 11 1999 Wells, Sarah Virginia 12 1954 Vela, Francisco Rene 11 2000 Wenmohs, John Ronan 10 1955 Veliz, Alicia Angelica-Rochelle 11 2001 West-Israel, Beatrice Jolly 12 1956 Veliz, Raquel Marisa-Adrianna 09 2002 Wheatley-Rutner, Henry Ray 11 1957 Vences, Everto Antonio 10 2003 Wheeler, Bryce A 12 1958 Vences, Leslie 12 2004 White, Allison Kylie 12 1959 Venegas Jr, Michael Angel 10 2005 White, Ian Zachary 10 1960 Ventura, Eliab 11 2006 White, Jamie Nicole 11 1961 Vepstas-Wappner, Ivan Julius 09 2007 Whitefield, Ethan Zane 10 1962 Vera, Josephine Jeannette 09 2008 Whitehead, Andrew Wales 11 1963 View, Amber Autumn 11 2009 Whitfill, Thomas Jay 10 1964 Villafuerte, Estrella Marina 11 2010 Whitfill, William Bryant 10 1965 Villarreal, Dalton Dayne 09 2011 Whitsell, John Norbert 09 1966 Villarreal, Dimitri Lucas 09 2012 Whitsell, Lauren 12 1967 Villarreal, Matthew Santana 11 2013 Whittley, Alexia Cierra 11 1968 Villarreal, Max Michael 11 2014 Wicker, Bowen 09 1969 Villarreal, Nico Sloane 09 2015 Wiedeman, Harper C 10 1970 Villarreal, Sebastian Armando 12 2016 Wiley, Cameron Bradley Martin 12 1971 Villasana, Victoria Leonor 10 2017 Wilkins, Katherine Anne 11 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 30 2018 Williams, Joseph Amado 10 2050 Worsham, Louella Sabine 10 2019 Williams, Kendra A 11 2051 Wright, Luke Henry 11 2020 Williams, Lavace Kirk 10 2052 Wright, Rachel Catherine 09 2021 Williams, Miabel Angela 10 2053 Wuest, Anson Charles 09 2022 Williams, Ryan Andrew 10 2054 Xinic, David Gregory 12 2023 Williams, Sabrina Christine 09 2055 Xinic, Thomas Jacob 10 2024 Williams, Wyatt Raymond 09 2056 Yamauchi, Yuki 09 2025 Williamson, Eve Jumel 12 2057 Yanez, Madeline Kay 09 2026 Willis, Kayla Noami 09 2058 Yang, Eimyt 09 2027 Wills-Nichols-Davenport, Alexandria Dabriel Wilson, Catherine Rees 12 2059 Yarbrough, Bram J 10 11 2060 Yates, Montinique Dreianna 10 Ybarra, Alazae Renae 12 2028 2029 Wilson, Haley Breann 12 2061 2030 Wilson, Kate Mattea 10 2062 Ybarra, Elias Guadalupe 11 2031 Wilson, Marshay Marie 12 2063 Young, Oksana Leigh 11 Youngblood, Jordan Lucus 12 2032 Wilson, Parker Thomas 09 2064 2033 Wilson, Stephen 11 2065 Zachary, Desirae Simone 09 2034 Wilson, Tristan Boen 11 2066 Zachary, Dominique Shemar 10 2035 Windham II, John David 09 2067 Zamarron, Jose Luis 12 2036 Windham, Hannah Claire 11 2068 Zamora, Moises 09 2037 Windham, Zachary Roy 12 2069 Zanetti, Bruna Gaia 12 2038 Winger, Audrey Marie 09 2070 Zapata II, Raul Guadalupe 10 Zapata, Analicia Danielle 10 2039 Wise, Marietta Merritt 12 2071 2040 Wise, William Parker 09 2072 Zavala, Anthony Arely 10 2041 Witt-Hurez, Alexandra Michelle 09 2073 Zeifman, Ariela Angeline 12 Zeober, Alexandria Jewel 11 2042 Wnorowski, Miriam Cassandra 10 2074 2043 Wood Coote, Nikolas Adrian 09 2075 Zinnkann, Celeste 10 2044 Wood, Garrett Dean 09 2076 Zuniga, Annette M 10 Zuniga, Nicolas Ricardo 09 Zuniga, Noah Jeffrey 11 2045 Wood, Lucy Elizabeth 12 2077 2046 Woodcock, Jacob Curtis 10 2078 2047 Woods-Smith, Malcolm Terrell 12 2048 Wooten, Tristen Michael 09 2049 Wooten, Tyler Michael 10 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 31 Appendix B TABLE 1 - RANDOM DIGITS 11164 36318 75061 37674 26320 75100 10431 20418 19228 91792 21215 91791 76831 58678 87054 31687 93205 43685 19732 08468 10438 44482 66558 37649 08882 90870 12462 41810 01806 02977 36792 26236 33266 66583 60881 97395 20461 36742 02852 50564 73944 04773 12032 51414 82384 38370 00249 80709 72605 67497 49563 12872 14063 93104 78483 72717 68714 18048 25005 04151 64208 48237 41701 73117 33242 42314 83049 21933 92813 04763 51486 72875 38605 29341 80749 80151 33835 52602 79147 08868 99756 26360 64516 17971 48478 09610 04638 17141 09227 10606 71325 55217 13015 72907 00431 45117 33827 92873 02953 85474 65285 97198 12138 53010 94601 15838 16805 61004 43516 17020 17264 57327 38224 29301 31381 38109 34976 65692 98566 29550 95639 99754 31199 92558 68368 04985 51092 37780 40261 14479 61555 76404 86210 11808 12841 45147 97438 60022 12645 62000 78137 98768 04689 87130 79225 08153 84967 64539 79493 74917 62490 99215 84987 28759 19177 14733 24550 28067 68894 38490 24216 63444 21283 07044 92729 37284 13211 37485 10415 36457 16975 95428 33226 55903 31605 43817 22250 03918 46999 98501 59138 39542 71168 57609 91510 77904 74244 50940 31553 62562 29478 59652 50414 31966 87912 87154 12944 49862 96566 48825 96155 95009 27429 72918 08457 78134 48407 26061 58754 05326 29621 66583 62966 12468 20245 14015 04014 35713 03980 03024 12639 75291 71020 17265 41598 64074 64629 63293 53307 48766 14544 37134 54714 02401 63228 26831 19386 15457 17999 18306 83403 88827 09834 11333 68431 31706 26652 04711 34593 22561 67642 05204 30697 44806 96989 68403 85621 45556 35434 09532 64041 99011 14610 40273 09482 62864 01573 82274 81446 32477 17048 94523 97444 59904 16936 39384 97551 09620 63932 03091 93039 89416 52795 10631 09728 68202 20963 02477 55494 39563 82244 34392 96607 17220 51984 10753 76272 50985 97593 34320 96990 55244 70693 25255 40029 23289 48819 07159 60172 81697 09119 74803 97303 88701 51380 73143 98251 78635 27556 20712 57666 41204 47589 78364 38266 94393 70713 53388 79865 92069 46492 61594 26729 58272 81754 14648 77210 12923 53712 87771 08433 19172 08320 20839 13715 10597 17234 39355 74816 03363 10011 75004 86054 41190 10061 19660 03500 68412 57812 57929 92420 65431 16530 05547 10683 88102 30176 84750 10115 69220 35542 55865 07304 47010 43233 57022 52161 82976 47981 46588 86595 26247 18552 29491 33712 32285 64844 69395 41387 87195 72115 34985 58036 99137 47482 06204 24138 24272 16196 04393 07428 58863 96023 88936 51343 70958 96768 74317 27176 29600 35379 27922 28906 55013 26937 48174 04197 36074 65315 12537 10982 22807 10920 26299 23593 64629 57801 10437 43965 15344 90127 33341 77806 12446 15444 49244 47277 11346 15884 28131 63002 12990 23510 68774 48983 20481 59815 67248 17076 78910 40779 86382 48454 65269 91239 45989 45389 54847 77919 41105 43216 12608 18167 84631 94058 82458 15139 76856 86019 47928 96167 64375 74108 93643 09204 98855 59051 56492 11933 64958 70975 62693 35684 72607 23026 37004 32989 24843 01128 74658 85812 61875 23570 75754 29090 40264 80399 47254 40135 69916 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 32 B-2 0001-2078 1116 1875 0613 0751 0010 0418 1922 1791 1586 0543 1043 0888 1810 0180 2046 1367 0564 0325 1414 0709 1406 0478 1483 1933 0151 0279 1470 0922 0671 1301 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 33 Appendix C Austin ISD 227901 STUDENT WELFARE FFA WELLNESS AND HEALTH SERVICES (LOCAL) WELLNESS GUIDELINES AND GOALS NUTRITION GUIDELINES The District shall follow state and federal nutrition guidelines that advance student health and reduce childhood obesity and shall promote the general wellness of all students through nutrition edu- cation, physical activity, and other school-based activities. Part of the mission of the District is to improve the health of the en- tire community by teaching students and families ways to establish and maintain life-long healthy eating and physical activity habits. The mission shall be accomplished through nutrition education, physical education and activity, and food served in schools. The District shall develop nutritional guidelines and wellness goals in consultation with the local school health advisory council and with involvement from representatives of the student body, school food service, school administration, the Board, parents, and the public. [See BDF and EHAA] The District shall ensure that nutritional guidelines for reimbursable school meals shall be at least as restrictive as federal regulations and guidance and that all foods available on each campus are in accordance with the Texas Public School Nutrition Policy. [See CO] In addition to legal requirements, the District shall: 1. Establish age-appropriate guidelines for food and/or beverag- es served during classroom parties, birthdays, or school cele- brations or events. Campuses shall follow these guidelines when offering food and/or beverages during events, parties, and celebrations. [See CO and FFA(EXHIBIT)] 2. Provide guidance to campuses requiring that birthday and/or school celebrations shall not occur in the cafeteria during meal serving time. Such events may take place at the end of the school day after the last scheduled class or after school. 3. Provide guidelines for schools requiring that foods and/or be- verages shall not be used as rewards for academic perfor- mance, except when provided in a specific student’s individu- alized education program (IEP) or behavior intervention plan. 4. Provide teachers with education and guidelines on the use of food for instructional purposes or as a reward in the class- room. [See FFA(EXHIBIT)] 5. Require that all foods of minimal nutritional value (FMNV), including chocolate and all forms of candy, not be sold, distri- buted, provided or made available to students in kindergar- ten–grade 12 at any time during the school day. [See FFA(EXHIBIT)] Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 34 DATE ISSUED: 11/25/2009 LDU 2009.10 FFA(LOCAL)-X 1 of 3 Austin ISD 227901 STUDENT WELFARE FFA WELLNESS AND HEALTH SERVICES (LOCAL) WELLNESS GOALS NUTRITION EDUCATION 6. Require that all campuses, kindergarten–grade 12, not be in- volved in the sale of food or beverages for any fund-raising activity during the school day. Fund-raising activities that in- volve the sale of food and/or beverages shall take place out- side the school day. [See CO] 7. Require that food and/or beverages offered to students and employees of the District during the day as a snack or meal, whether provided by parents or staff, shall be consistent with the goals of the policy and in compliance with the Texas Pub- lic School Nutrition Policy. [See CO] The District shall implement, in accordance with law, a coordinated health program with a nutrition education component [see EHAB and EHAC] and shall use health course curriculum that emphasiz- es the importance of proper nutrition [see EHAA]. In addition, the District establishes the following goals for nutrition education: 1. Students in kindergarten–grade 8 shall receive nutrition edu- cation that fosters the adoption and maintenance of healthy eating behaviors through their participation in their campus coordinated school health program. Students in grades 9–12 shall receive nutrition education that fosters the adoption and maintenance of healthy eating behaviors through the health education and physical education courses. 2. Nutrition education shall be a Districtwide priority and shall be integrated into other areas of the curriculum, as appropriate. 3. Educational nutrition information shall be shared with families and the general public to positively influence the health of students and community members through the use of print media, newsletters, school lunch menus, and the District Web site. The District shall implement, in accordance with law, a coordinated health program with physical education and physical activity com- ponents and shall offer at least the required amount of physical ac- tivity for all grades [see EHAB and EHAC]. In addition, the District establishes the following goals for physical activity: PHYSICAL ACTIVITY DATE ISSUED: 11/25/2009 LDU 2009.10 FFA(LOCAL)-X Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 35 1. The District shall provide an environment that fosters safe and enjoyable fitness activities for all students, including those who are not athletically gifted. 2 of 3 Austin ISD 227901 STUDENT WELFARE FFA WELLNESS AND HEALTH SERVICES (LOCAL) SCHOOL-BASED ACTIVITIES STAFF WELLNESS IMPLEMENTATION 2. Physical education classes shall regularly emphasize mod- erate to vigorous activity. 3. The District shall encourage parents to support their children’s participation, to be active role models, to include physical ac- tivity in family events, and to participate in beforeschool and after-school physical activity programs. 4. The District shall encourage teachers to integrate physical activity into the academic curriculum when appropriate. 5. The District shall enhance the quality of physical education curricula and provide training of physical education teachers through Districtwide staff development. 6. The District shall encourage students, parents, staff, and community members to use the school’s physical activity facil- ities outside of the school day as available [see GKD]. The District establishes the following goal to create an environment conducive to healthful eating and physical activity and to express a consistent wellness message through other schoolbased activi- ties: each campus shall include in the Campus Improvement Plan (CIP) strategies and performance objectives related to coordinated school health implementation, student participation in moderate to vigorous physical activity, compliance with the wellness policy, and completion of the FITNESS GRAM testing on all students in grades 3–12. School staff serve as role models for students and are the key to successful implementation of student wellness programs. There- fore, the District and its schools shall offer staff wellness programs and/or opportunities for staff to participate in staff wellness pro- grams. These may include workshops and presentations on health promotion, education, and resources that shall enhance morale, encourage healthy lifestyles, prevent injury, reduce chronic dis- ease, and foster exceptional role modeling. The coordinator of student health services shall oversee the im- plementation of this policy and shall measure and monitor the im- plementation of the wellness policy annually through the coordi- nated school health checklist. The school health advisory council (SHAC) shall review the policy annually. [See BDF and EHAA] Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 36 DATE ISSUED: 11/25/2009 ADOPTED: 3 of 3 LDU 2009.10 FFA(LOCAL)-X Appendix D Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 37 Appendix E Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 38 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 39 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 40 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 41 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 42 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 43 Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 44 Appendix F 1-Sample Proportion Confidence Interval Conditions: SRS assumed* N > 10n N > 10(127) 2078 > 1270 ̂ 10 ≤ np 39 ) 127 10 ≤ 127( 10 ≤ 39 ̂ 10 ≤ nq 88 ) 127 10 ≤ 127( 10 ≤ 88 We can use normal approximation. *For the sake of this study, although this condition is not met the confidence interval will proceed. Calculations: ̂ = ( p C = 95% 39 ) 127 ̂ = ( q 88 ) 127 39 (127) Then, when using R-studio the following results were determined… > prop.test(x=39, n=126, conf.level=0.95) 1-sample proportions test with continuity correction Statistic Culminating Project. Fall Semester. 2014-2015 Langley Allen AP Statistics Mr. Kiker May 27th, 2015 Allen 45 data: 39 out of 126, null probability 0.5 X-squared = 17.5317, df = 1, p-value = 2.826e-05 alternative hypothesis: true p is not equal to 0.5 95 percent confidence interval: 0.2318669 0.3989959 sample estimates: p 0.3095238 Conclusion: With this information, we can be 95% confident that the true population proportion of Austin High School students, who are influenced by an unknown source while making an electoral decision, is between 23.19% and 39.90%. Statistic Culminating Project. Fall Semester. 2014-2015