Study Guide Chapter 2 test The area under a density curve represents a proportion of all observations. The total area under the curve is_____1_____ Notice that the mean and the median both lie at the ____center____________ of a symmetric density curve ____68______% of the numbers in a data set fall within 1 standard deviation of the mean ____95______ % of the numbers in a data set fall within 2 standard deviations of the mean ____99.7______% of the numbers in a data set fall within 3 standard deviations of the mean If the mean is 50 and the standard deviation is 5, what is the range of scores in which 95% of the data falls? 40-60 If “x” falls 1 standard deviation to the left of the mean, the z-score is ____-1______ and the proportion is _____.1587_________ z-score represents how many ______standard deviations_______________ away from the mean you are 𝑥− µ =𝑧 𝜎 Find the area under the curve below a z-score of -1.34____.0901________ If you are in the 75th percentile. What percent of the population are you better then? What is the z-score that corresponds? 75% = .67 If you are in the top 18% of test takers, what percent are you better than? What z-score corresponds with it? 82% = .92 Find the percent of values that fall above a person who has a z-score of 2.01 .0222 The mean is 20, standard deviation is 3. Find me the percent of scores at are at least 18 .7486 From the previous data, find the percent of scores that fall between 18 and 21 .3779 Draw a normal curve, label the standard deviations if the mean is 100 and a standard deviation of 8. Also, label the percentages between the standard deviations To find x: Multiply the _________ and ______________ first. Then _______________ the mean To find µ: Multiply the ____________ and ______________ first. Then _________________ x and __________________ -1 To find σ: Subtract_____________________ first. Then ____________________ the z-score What proportion of the population has a score below 20 if the mean is 25 and the standard deviation is 5? .1587 What proportion has scores above 10? .9987 How high a score must you have in order to be in the top 25% of test takers? 28.35 Find the area representing the following regions z < -2.03 = .0212 z > -2.03 = .9788 Z > 1.95 = .0256 -2.25 < z < 1.60 = .9330 Complete the chart: Test Mean Score Z-Score 35 36 91.916 110 Standard Deviation 4.51 4 6.2 3.37 Clerical Ability Logical Reasoning Mechanical Ability Numerical Reasoning Spatial Relations Verbal Fluency 41 47 97 101.95 1.33 2.75 .82 -2.39 105 82 18 2.05 111 80.216 .33 -.87 The mean test grade was 83. The standard deviation was 3.45. What percent of the students scored at least an 85? .2810 The mean test grade is an 85. A student was in the 60 th percentile with a standard deviation of 5. Find the students score? 86.25 A baby was born in the 10th percentile. The mean baby weight is 7.5 lbs, the standard deviation is 1.5 lbs. Find the baby’s birth weight. 5.58 𝑧= 𝑥− 𝜇 𝜎 Data collected from Gallop states that the average American male has a height of 68 inches, with a standard deviation of 2.9 inches, and the average American female has a height of 64 inches, with a standard deviation of 3.2 inches. Both distributions are approximately Normal. 1) What percentile would a man be in if he was 72 inches tall: ______.9162_________________ 2) What percentile would a woman be in if she was 60 inches tall: _______.1056_____________ 3) How tall would a female have to be to be in the 85th percentile: ________67.328__________ 4) What percentile would a woman be in if she was 70 inches tall: _________.9699___________ 5) How tall would a male have to be to be in the 45th percentile: _____67.623__________ 6) What height for a male would put them in the 30th percentile: __________66.492_______ 7) A female with a height of 68 inches would be in what percentile: ______.8944___________ 8) What height for a female would put them in the 30th percentile: ___________62.336______