Loyola MBA Program Instructor Nate Straight, Loyola M.B.A. ‘08 • College of Business’ Director of Assessment; Business Statistics & Quantitative Methods Instructor • GMAT Score of 760, 99th percentile • natestraight@business.loyno.edu Materials www.loyno.edu/~nmstraig/GMAT Structure and Scoring Test Structure 4 sections, taken in this order: Analytical Writing – 30 minutes Integrated Reasoning – 30 minutes Math / Quantitative – 75 minutes Verbal Reasoning – 75 minutes Test Structure Analytical Writing (30 mins.): 1 essay requiring analysis of the reasoning behind a presented argument and communication of a critique of the argument Test Structure Integrated Reasoning (30 mins.): 12 multiple-choice questions Interpretation of graphics / tables Reasoning from multiple sources Multiple-step/two-part analysis Test Structure Math / Quantitative (75 mins.): 37 multiple-choice questions 50% problem-solving 50% “data sufficiency” Test Structure Verbal Reasoning (75 mins.): 41 multiple-choice questions 40% sentence correction 30% reading comprehension 30% critical reasoning GMAT Scoring Scores use the following ranges: Analytical Writing – 0 to 6 Integrated Reasoning – 1 to 8 Math / Quantitative – 0 to 60 Verbal Reasoning – 0 to 60 Total Score – 200 to 800 GMAT Scoring Your GMAT Score Report: Math % Verb % Total % AWA % IR % 36 42 30 56 550 48 4.5 38 6 79 Your total score ↑ depends only on your math and your verbal reasoning scores. Loyola’s average GMAT score is a 520 Improving your Score More Test Structure The GMAT is taken on a computer, one question at a time, and you can not skip or come back to questions. The math / quantitative and verbal sections are “computer-adaptive”. Computer-Adaptive The math and verbal sections start with medium-difficulty questions and ramp up or down the difficulty based on your prior performance. Your score increases with difficulty. Computer-Adaptive The goal of adaptive scoring is to gradually hone in on your level of ability, which determines your score. Earlier questions identify your general ability and have a large impact on your score. Later questions are ‘fine-tuning’. Computer-Adaptive 800 700 600 500 400 300 200 Q1 Q2 Q3 Q4 … Q35 Q36 Q37 Computer-Adaptive Strategies for adaptive testing: Early questions are very important; spend your time getting them right. Especially early, difficult questions can dramatically improve your score. Plan to never miss an easy question. Computer-Adaptive Strategies for adaptive testing: Unanswered questions at the end will decrease your score; even if not much individually, they will add up. If you are running out of time, use process of elimination, then guess. Computer-Adaptive Strategies for adaptive testing: Early, easy-sounding questions will have easy answers; later, as difficulty rises these “easy” answers are a trap. If an answer seems obviously right, rethink it carefully before choosing it. Process of Elimination “18 percent of American corn is grown in Iowa. If the total amount of corn grown in America is 12 billion bushels, how many of those bushels are grown outside of Iowa?” A. 2.2 billion D. 11.8 billion B. 6 billion E. 13.2 billion C. 9.8 billion Process of Elimination “A company’s sales increased 10% from 2012 to 2013, and then 20% from 2013 to 2014. By approximately what percent did sales increase overall from 2012 to 2014?” A. 20% D. 32% B. 24% E. 40% C. 30% Process of Elimination “An MBA student took 2 classes in Fall with an average grade of 80, then 3 classes in the Spring with an average grade of 90. What is the student’s average grade for the year?” A. 83.3 D. 86 B. 85 E. 88 C. 85.5 General Strategies There is no substitute for content knowledge. Process of elimination and other strategies are a last resort. It will always be quicker to solve the problem directly than to work through 5 answers trying to find the right one. General Strategies There is also no substitute for knowing your own ability level and limitations. You should spend as little test time as possible trying to jog your faded highschool algebra or grammar memory bank in search of long-lost knowledge. General Strategies The first 15-20 seconds after reading a problem should be spent considering a) whether you know how to solve the problem; b) if not, whether you can figure out how to identify the answer. Be fully honest in this self-reflection. General Strategies If you know that you do not know how to solve a problem, and cannot even come up with a way to find an answer, just take your best guess and move on. Staring at the problem will not make you understand it; it only wastes time. General Strategies Practice exams are more helpful than random study. There are 2 full-length tests available at: http://www.mba.com/us/ the-gmat-exam/prepare-for-the-gmat-exam.aspx Take the first test, review in detail all the content you missed, then re-take. Overview and Strategies Math Overview 2 types of questions: 50% problem-solving 50% “data sufficiency” A calculator is neither provided nor allowed for the math section. Do not use one while you study for the exam. Math Overview Problem-solving content: Order of operations Properties / types of numbers Fractions, ratios, and proportions Operations using fractions / decimals Percentages and percent change Math Overview Problem-solving content: Probability and permutations Mean, median, and mode Range and standard deviation Exponents and square roots Operations using exponents Math Overview Problem-solving content: Algebra for “word problems” “Solving for X” / plugging-in Solving systems of equations Using algebraic functions Algebraic factorization Math Overview Problem-solving content: Distance/rate/time problems Work/rate/time problems Geometry: Angles and area Solids: Volume and surface area Lines: Slope, intercept, and areas Math Overview Data sufficiency content: All of the above concepts, focused on the “how” and “why” of a process rather than the “what [is the answer]” Evaluate sufficiency of 2 statements Math Overview Data sufficiency example: “What is the value of x? 2 1) x = 9 A. B. C. D. E. 2) x is negative” Statement 1 alone is sufficient; Statement 2 alone is not Statement 2 alone is sufficient; Statement 1 alone is not Both statements 1 and 2 together are sufficient; neither statement alone is sufficient to answer the question Each statement alone is sufficient to answer the question Statements 1 and 2 together are not sufficient Math Strategies The GMAT contains relatively few “one-step” problems. Nearly every question will require more than one calculation or test multiple concepts. Remember, the easiest, most obvious answers are often set up as traps. Math Strategies There are two good ways to tackle a question you don’t know how to solve: If the answers are algebraic, plug in a number to simplify the question If the answers are numbers, plug each value into the question itself. Math Strategies “Jeremy can run 5 miles in 50 t minutes. minutes. If he can run x miles in 20 minutes, which of the following is equal to the value of x?” A. .5 t / 100 50 / 100 = .5 D. .2 10 / t50 = .2 B. 5 t / 10 50 / 10 = 5 E. 2 100 / t50 = 2 C. 50 t = 50 Unless Simplify Let’s Now How make it’s many you arithmetic thetmiles love =problem; 50, algebra, can for rather 5he pick “10-minute” this run than a is value inaalgebra. 20 real minutes? for miles. pain. t. Math Strategies “Mr. Hooper’s Ice Cream Shop sells only vanilla and chocolate. Today the ratio of vanilla to chocolate cones sold was 2 to 3, but if 5 more vanilla cones had been sold the ratio would have been 3 to 4. How many vanilla cones did he sell today?” A. 20 B. 25 C. 30 D. 35 E. 40 Math Strategies “… the ratio of vanilla to chocolate cones sold was 2 to 3. If 5 more vanilla cones had been sold the ratio would have been 3 to 4. How many vanilla cones did he sell today?” C. 20 30 / xB.= 225 /=3,35 = does 45 chocolate A. (30+5)/45 (20+5)/30 25so C./ x45 30 30 30 D. not 35 equal E.cones 340 /4 C out. 2-to-3 ratio won’t work for odd 40 If We’ve Asis you 30 520 /before, more xvanilla = don’t ruled 2Avanilla /if 3,know cones out you so xC, cones do = how were B60 not and to chocolate had sold, love D, solve been and algebra, then itfinally sold, with cones, at the this the A. and numbers, so Binchocolate and out. Let’s try A. algebra, 2-to-3 ratio The (40+5)/60 problem only would ratio plug is answer =going 45 30 be 45 35-to-45, 25-to-30, /the left 60, toDanswers. be which isare E, very which cones sodoes aggravating. itStart must were isequal not with be sold. 3-to-4. 3right. C. / 4. Specific Content Review Order of Operations Perform arithmetic in this order: 1. Powers and square-roots 2. Multiplication and division 3. Addition and subtraction But, anything in parentheses should be solved first, from the inside out. Order of Operations Solve: 2 3 16 + 32 − 5 A. -20 D. 200 B. 5 E. 400 C. 128 2 Powers, Exponents, Roots Exponents follow a few basic rules: 3 2 3+2 4 ∗ 4 = 4 4 6 2 5 =4 4 ∗ 4 ∗ 4 ∗ (4 ∗ 4) 4−2 2 6 =6 =6 6∗6∗6∗6 = (6 ∗ 6) (6 ∗ 6) Powers, Exponents, Roots Exponents follow a few basic rules: 2 2 5 ∗ 6 = 5 ∗ 6 2 5 ∗ 5 ∗ 6 ∗ 6 = 5 ∗ 6 ∗ (5 ∗ 6) 3 5 3 3+2 3 2 2 ∗ 3 = 2 ∗ 3 = 2∗3 ∗3 2∗2∗2 ∗ 3∗3∗3∗3∗3 = 2∗3 ∗ 2∗3 ∗ 2∗3 ∗3∗3 Powers, Exponents, Roots Exponents follow a few basic rules: 2 3 7 2∗3 =7 =7 7∗7 ∗ 7∗7 ∗ 7∗7 −5 =1 2 1/3 3 2 8 6 5 = 8 Powers, Exponents, Roots General facts about exponents: A negative number to an even power 2 will be positive : −3 = −3 ∗ −3 = 9 A negative number to an odd power 3 will be negative: −2 = −2 ∗ −2 ∗ −2 Powers, Exponents, Roots 8 4 9 / 8 1 4 9 98 ∗ 1 2 4 −3 9 ∗3 4 −3 3 ∗3 3 6 1/2 6 / 3 / 36 ∗ 1/2 2 2 = 3 4−3 =3 −3 ∗3 1 =3 Fractions, Ratios, Proportions A fraction is a part divided by a whole: 7 𝑚𝑎𝑙𝑒𝑠 15 𝑒𝑚𝑝𝑙𝑜𝑦𝑒𝑒𝑠 or 7 divided by 15 A ratio is one part divided by another: 7 𝑚𝑎𝑙𝑒𝑠 8 𝑓𝑒𝑚𝑎𝑙𝑒𝑠 or a ratio of 7 : 8 Fractions, Ratios, Proportions Fractions may be written in many different equivalent ways. To find an equivalent fraction, multiply or divide the top and bottom of the original fraction by the same number: 3 5 → 3 5 ∗ 2 2 → 3∗2 5∗2 → 6 10 Fractions, Ratios, Proportions A proportion is a collective term for a set of equivalent fractions or ratios: 3 5 1 2 = 6 10 = 2 4 = = 15 25 5 10 = = 30 50 6 12 = = 60 100 10 20 = 𝑒𝑡𝑐 = 𝑒𝑡𝑐 Fractions, Ratios, Proportions You will often need to be able to “solve a proportion” on GMAT problems, as in the prior ice cream shop example: “If the ratio of vanilla to chocolate cones sold is 2 to 3 and 30 vanilla cones were sold today, how many chocolate cones were sold today?” Fractions, Ratios, Proportions “If the ratio of vanilla to chocolate is 2 to 3 and 30 vanilla cones were sold, how many chocolate cones were sold?” Solve this step by setting up a set of two equivalent ratios, a proportion: 2 30 = 3 𝑥 Fractions, Ratios, Proportions You could solve this proportion using algebra, or you can just think of what number we multiplied the top and bottom of the original fraction by: 2? 30 2 2 15 ∗∗ = 3? 𝟒𝟓 𝑥 3 3 15 Operations using Fractions Simplifying fractions: Simplifying means to divide the top and bottom by the same number; this process may be repeated: 220 200 → 1/2 220/10 1/2 200/10 = 22 20 → 22/2 20/2 = 11 10 Operations using Fractions Reciprocals of fractions: If asked to divide 1/x where x is any fraction, the answer is to “flip” x: 1 3 5 = 5 3 Operations using Fractions Reciprocal relationships: If two fractions are equal, you can flip both and they will still be equal: 220 200 = 11 10 → 200 220 = 10 11 Operations using Fractions Addition or subtraction: Make each fraction have the same bottom number using a proportion, then add/subtract the top numbers: 33 ∗ 4 2 + 55 ∗ 4 + 2∗5 4∗5 → 12 20 + 10 20 → 22 20 → 11 10 Operations using Fractions Multiplication or division: For multiplication, multiply the 2 top and 2 bottom numbers; for division, flip the 2nd fraction, then multiply: 2 44 22 ∗ 45 28 ∗ 5 → ∗ → /∗ → → 15 3 55 33 ∗ 54 3∗4 → 10 12 → 5 6 Operations using Fractions Combining numbers and fractions: Any number x may be written as x/1, or as any fraction that simplifies to it: 5 6 3 1 5 6 3 ∗ + 2 → ∗ + 12 6 → 15 6 + 12 6 = 27 6 Operations using Fractions If 1 𝑥 = 3 2 solve: 1 𝑥+2 2 A. 9/64 D. 64/9 B. 16/9 E. 9/16 C. 4/9 Percent & Percent Change A percentage is a fraction over 100: 57% = 57 100 ‘x percent of y’ is x written as a fraction over 100 multiplied by the value of Y: 35% 𝑜𝑓 400 𝑖𝑠 … ? → 35 100 ∗ 400 = 120 Percent & Percent Change Use proportions to solve percentages: Of the 400 trucks for sale on a used car lot, 120 have air-conditioning; what percent of trucks have a/c? 120 𝑖𝑠 400 𝑤ℎ𝑎𝑡 %? → 120 400 𝑥 ∗=100 100 = 30% 𝑥 Percent & Percent Change An “x percent change” is calculated as the proportion of the amount of the change over the original amount: “If a home was purchased for $200k and sold for $230k, by what percent did the home appreciate in value?” Percent & Percent Change “If a home was purchased for $200k and sold for $230k, by what percent did the home appreciate in value?” 𝑥30 𝑐ℎ𝑎𝑛𝑔𝑒 == 𝑜𝑟𝑖𝑔𝑖𝑛𝑎𝑙 100 200 𝑥 ∗=100 100 = 𝑥 𝑥 𝑥 15% 100 100 Percent & Percent Change The GMAT contains many problems that make use of multiple percentages. Although it is possible to solve these using proportions and/or algebra, it is better to plug in a starting value of 100 and calculate other values as you go. Percent & Percent Change “60 percent of Loyola seniors are female. If 40 percent of females and 30 percent of males have studied abroad in this year’s senior class, what is the total percent of Loyola seniors that have studied abroad?” A. 24 B. 30 C. 36 D. 42 E. 70 Percent & Percent Change “60 percent of seniors are female… 40 percent of females and 30 percent of males have studied abroad… what is the total percent that have studied abroad?” A. 24 B. 30 C. 36 D. 42 E. 70 So,percent You Instead, 40 that can makes solve imagine of 60 this 24females there females directly areisand using 100 40/100*60 seniors. 12algebra males= 24, If so,proportions, and who 30 have there percent studied are 60 of but females 40 abroad, males probably and oris36/100 30/100*40 40 shouldn’t. males = 36%. = 12 Probability & Permutations Probability is a ratio or percentage equal to the # of desired outcomes over the # of all possible outcomes: 𝑃𝑟𝑜𝑏𝑎𝑏𝑖𝑙𝑖𝑡𝑦 𝑜𝑓𝑑𝑟𝑎𝑤𝑖𝑛𝑔 𝑎𝑛 𝐴𝑐𝑒 = 4 𝑎𝑐𝑒𝑠 52 𝑐𝑎𝑟𝑑𝑠 = 1 13 = ~7.7% Probability & Permutations There are 3 probability rules you need: 1. a AND b together = Pr a ∗ Pr b 2. either a OR b = Pr a + Pr(b) If a and b can occur together, the rule is: Pr a + Pr b − Pr(a and b) 3. a does NOT occur = 1 − Pr a Probability & Permutations Like all GMAT problems, probability concepts are often tested 2 at a time: “set 1 = {a, b, c, d, e} set 2 = {f, g, h, i, j} If you choose 1 letter at random from each set above, what is the probability that you do get at least one vowel?” Probability & Permutations “set 1 = {a, b, c, d, e} set 2 = {f, g, h, i, j} What is the probability that you get at least one vowel choosing 1 from each?” PrPr Pr𝑣𝑜𝑤𝑒𝑙 𝑣𝑜𝑤𝑒𝑙 𝑣𝑜𝑤𝑒𝑙 𝑖𝑛𝑖𝑛 𝑖𝑛𝑠𝑒𝑡 𝑠𝑒𝑡 𝑠𝑒𝑡11type 1𝑂𝑅 𝑂𝑅 𝑂𝑅𝑣𝑜𝑤𝑒𝑙 𝑣𝑜𝑤𝑒𝑙 𝑣𝑜𝑤𝑒𝑙 𝑖𝑛𝑖𝑛 𝑖𝑛𝑠𝑒𝑡 𝑠𝑒𝑡 𝑠𝑒𝑡You 222 can This is a common of problem. =2the Pr + Pr 5𝑣𝑜𝑤𝑒𝑙 use “a b” subtracting 22 2𝑖𝑛 1 1formula, 2 1𝑣𝑜𝑤𝑒𝑙 1 OR 10 2 𝑖𝑛 213 “a =− + − ∗ = Pr + − → + − = 𝑖𝑛 𝐴𝑁𝐷 ∗ Pr(𝑣𝑜𝑤𝑒𝑙 𝑣𝑜𝑤𝑒𝑙 𝑖𝑛 𝑖𝑛together. 2) 2)25 AND because can 5Pr(𝑣𝑜𝑤𝑒𝑙 5 25 5 1both 5b”5𝑣𝑜𝑤𝑒𝑙 5 25 25 25occur 25 Probability & Permutations “set 1 = {a, b, c, d, e} set 2 = {f, g, h, i, j} What is the probability that you get at least one vowel choosing 1 from each?” PrPr𝑁𝑂𝑇 𝑁𝑂𝑇 𝑐𝑜𝑛𝑠𝑜𝑛𝑎𝑛𝑡 𝑐𝑜𝑛𝑠𝑜𝑛𝑎𝑛𝑡 𝑖𝑛 1 the 𝐴𝑁𝐷 1 𝐴𝑁𝐷 𝑖𝑛𝑖𝑛 22 You can also solve this𝑖𝑛as probability that your choice NOT consonants, =1 − Pr(𝑐𝑜𝑛𝑠𝑜𝑛𝑎𝑛𝑡 1 ∗𝑖𝑛two Pr(𝑐𝑜𝑛𝑠. 1 𝐴𝑁𝐷 𝑖𝑛 𝑖𝑛 2) 2) 3 Pr 4 𝑐𝑜𝑛𝑠. 25is𝑖𝑛12 12 13 1 −− = 1 − ∗ → = or 1 – Pr(consonant in 1 AND set 2). 5 5 25 25 25set 25 Probability & Permutations A permutation (or combination) is the number of ways to order (or select) a number of choices from a given set. 𝑊𝑎𝑦𝑠 𝑡𝑜 𝑐ℎ𝑜𝑜𝑠𝑒 3 𝑖𝑡𝑒𝑚𝑠 𝑜𝑢𝑡 𝑜𝑓 6 6∗5∗4 = = 20 3∗2∗1 †: a combination † Probability & Permutations For an ordered set (“arrangement”), multiply together the number of options still remaining at each choice. 𝐻𝑜𝑤 𝑚𝑎𝑛𝑦 𝑤𝑎𝑦𝑠 𝑐𝑎𝑛 𝑦𝑜𝑢 𝑠𝑒𝑎𝑡 4 𝑝𝑒𝑜𝑝𝑙𝑒 𝑖𝑛 5 𝑐ℎ𝑎𝑖𝑟𝑠? = 5 𝑐ℎ𝑎𝑖𝑟𝑠 ∗ 4 ∗ 3 ∗ 2 = 120 Probability & Permutations For an unordered group (“selection”), divide the full ordered count by the number of ways to order the choices. 𝐻𝑜𝑤 𝑚𝑎𝑛𝑦 𝑤𝑎𝑦𝑠 𝑐𝑎𝑛 𝑦𝑜𝑢 𝑐ℎ𝑜𝑜𝑠𝑒 3 𝑜𝑓𝑓𝑖𝑐𝑒𝑟𝑠 𝑓𝑟𝑜𝑚 7 𝑛𝑜𝑚𝑖𝑛𝑒𝑒𝑠? 𝑜𝑟𝑑𝑒𝑟𝑒𝑑 = 210; 7 210 𝑛𝑜𝑚𝑖𝑛𝑒𝑒𝑠 𝑤𝑎𝑦𝑠 𝑡𝑜∗𝑜𝑟𝑑𝑒𝑟 6 ∗ 5 = 6210 𝑜𝑣𝑒𝑟𝑎𝑙𝑙 3 𝑐ℎ𝑜𝑖𝑐𝑒𝑠 == 𝑜𝑟𝑑𝑒𝑟𝑒𝑑 210 3 ∗62=∗ 35 𝑤𝑎𝑦𝑠 1 =𝑠𝑒𝑙𝑒𝑐𝑡𝑖𝑜𝑛𝑠 6 𝑡𝑜 𝑜𝑟𝑑𝑒𝑟 Probability & Permutations “To fill a number of vacant positions, an IT firm needs to hire 2 database administrators from 6 applicants, and 3 developers from 5 applicants. How many selections could be made?” A. 25 B. 60 C. 150 D. 180 E. 1800 Averages & Variation “Mean, median, and mode”: Mean (or average) is the sum of all values divided by the count of values. Median is the “middle” number in a set of values when put in rank-order. Mode is the most frequent value. Averages & Variation {3, 4, 6, 7, 7, 9} Mean = 3+4+6+7+7+9 6 = 36 6 =6 Median = ½-way between 6 and 7 = 6.5 Mode = 7 Averages & Variation The mean (or average) has 3 parts: 𝑠𝑢𝑚 𝑜𝑓 𝑎𝑙𝑙 𝑣𝑎𝑙𝑢𝑒𝑠 𝑚𝑒𝑎𝑛 𝑎𝑣𝑒𝑟𝑎𝑔𝑒 = 𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑣𝑎𝑙𝑢𝑒𝑠 GMAT questions commonly test the ability to apply this formula in an unexpected “direction” or context Averages & Variation “A company has two sales teams, A and B, with 4 and 6 salespeople respectively. If the average number of monthly sales generated by salespeople in team A is 20 sales and the average in team B is 30 sales, what is the overall average number of sales generated?” Averages & Variation “If average sales in team A (4 people) is 20 and average sales in team B (6 people) is 30, what is the overall average # of sales?” 80 +25𝑜𝑓 180 260 𝑠𝑢𝑚 𝑜𝑓 𝑠𝑢𝑚 𝐴wrong, 𝑎𝑙𝑙 + 𝑜𝑓 𝑠𝑢𝑚 𝑣𝑎𝑙𝑢𝑒𝑠 𝐴but (20 ∗is 4) (30 ∗𝑜𝑓 6)𝐵 The “obvious” answer𝑠𝑢𝑚 of 𝑎𝑣𝑒𝑟𝑎𝑔𝑒 𝑜𝑣𝑒𝑟𝑎𝑙𝑙 𝑎𝑣𝑒𝑟𝑎𝑔𝑒 20 == = 4 = = 𝑠𝑢𝑚 𝑜𝑓=𝐴26 𝑜𝑣𝑒𝑟𝑎𝑙𝑙 𝑎𝑣𝑒𝑟𝑎𝑔𝑒 𝑎𝑣𝑒𝑟𝑎𝑔𝑒 𝑜𝑓∗𝐴𝑛𝑢𝑚𝑏𝑒𝑟 (20) maybe it is not obvious why so. 10 𝑓this 4𝑓𝑛𝑢𝑚𝑏𝑒𝑟 𝑓𝑟𝑜𝑚 𝑛𝑢𝑚𝑏𝑒𝑟 + 𝑜𝑓is6 𝑖𝑛 𝑣𝑎𝑙𝑢𝑒𝑠 𝑓𝑟𝑜𝑚 𝐴 (4)𝐵 𝑓𝐴 10 𝑓10 So overall sales is 26 Rearranging the formula, we can find that To the solve find number the forthis overall sum the ofaverage sales overall of sum values figures average, of from values, being each take you averaged team, this will The average of A, 20, isnumber equal toof the sum of Following logic, we can fill in the total which different from the obvious answer. formula is need you 4 sum from have toisknow and to team start the Ateams the and sum filling average 6the from from in what of each team you team.. team. know. or 10. A (unknown) divided by the 4each salespeople. sum from both A and B, then solve. the of Ause must be average *B,count. Averages & Variation “The average of a set of 9 numbers is 8. Two of the numbers are 11 and 12. What is the average of the remaining values?” A. 4.5 B. 5 C. 5.4 D. 6 E. 7 Averages & Variation Range and Standard Deviation: The range of a set of values is the highest value – the lowest value. The standard deviation is a number that represents an average “distance from the mean” in the set of values. Averages & Variation {3, 4, 6, 7, 7, 9} Range = 9 – 3 = 6 St. Dev. = approx. 2 Mean ↓ Data → 0 1 2 3 4 5 Dist. = 2 Dist. = 3 6 7 8 Dist.=1 Dist. = 3 9 Averages & Variation Standard Deviation concepts: Two sets of data with different means do not necessarily have different standard deviations. Distance from the mean, not other data points, determines the std. dev. Averages & Variation Set S has a mean of 10 and a std. dev. of 3. We are going to add two numbers to Set S. Which pair of numbers would decrease the std. dev. the most? A. {2, 10} B. {10, 18} C. {7, 13} D. {9, 11} E. {16, 16}