Section 1.1 Part 4 AP Statistics September 8, 2008 CASA Using Percents It is sometimes difficult to compare the “straight” numbers. For example: Ty Cobb in his 24 year baseball career had 4,189 hits. Pete Rose also played for 24 years but he collected 4,256 hits. Was Pete Rose a better batter than Ty Cobb? AP Statistics, Section 1.1, Part 4 2 Using Percents Ty Cobb had a career batting average of .366. (He got a hit 36.6% of the time) Pete Rose had a career batting average of .303. Comparing the percentage, we get a clearer picture. AP Statistics, Section 1.1, Part 4 3 Relative Frequency When constructing a histogram we can use the “relative frequency” (given in percent) instead of “count” or “frequency” Using relative frequency allows us to do better comparisons. Histograms using relative frequency have the same shape as those using count. AP Statistics, Section 1.1, Part 4 4 Finding Relative Frequency For each count in a class, divide by the total number of data points in the data set. Convert to a percentage. AP Statistics, Section 1.1, Part 4 5 Finding Relative Frequency Class Frequency 40-44 2 45-49 6 50-54 13 55-59 12 60-64 7 65-69 3 Total 43 AP Statistics, Section 1.1, Part 4 6 Finding Relative Frequency Class Frequency Relative Frequency 40-44 2 2/43=4.7% 45-49 6 6/43=14.0% 50-54 13 13/43=30.2% 55-59 12 12/43=27.9% 60-64 7 7/43=16.3% 65-69 3 3/43=7.0% Total 43 AP Statistics, Section 1.1, Part 4 7 Histograms AP Statistics, Section 1.1, Part 4 8 Finding Cumulative Frequency Class Frequency Relative Frequency Cumulative Frequency 40-44 2 2/43=4.7% 2 45-49 6 6/43=14.0% 8 50-54 13 13/43=30.2% 21 55-59 12 12/43=27.9% 33 60-64 7 7/43=16.3% 40 65-69 3 3/43=7.0% 43 Total 43 AP Statistics, Section 1.1, Part 4 9 Finding Relative Cumulative Frequency Class Frequency Relative Frequency Cumulative Frequency Relative Cumulative Frequency 40-44 2 2/43=4.7% 2 2/43=4.7% 45-49 6 6/43=14.0% 8 8/43=18.6% 50-54 13 13/43=30.2% 21 21/43=48.8% 55-59 12 12/43=27.9% 33 33/43=76.7% 60-64 7 7/43=16.3% 40 40/43=93.0% 65-69 3 3/43=7.0% 43 43/43=100% Total 43 AP Statistics, Section 1.1, Part 4 10 Percentiles “The pth percentile of a distribution is the value such that p percent of the observations fall at or below it.” If you scored in the 80th percentile on the SAT, then 80% of all test takers are at or below your score. AP Statistics, Section 1.1, Part 4 11 Percentiles Class Relative Cumulative Frequency 40-44 2/43=4.7% 45-49 8/43=18.6% 50-54 21/43=48.8% 55-59 33/43=76.7% 60-64 40/43=93.0% 65-69 43/43=100% It is easy to see the percentiles at the breaks. “A 64 year old would be at the 93rd percentile.” What do you do for a 57 year old? Total AP Statistics, Section 1.1, Part 4 12 Ogives (o-JIVE) or “Relative Cumulative Frequency Graph” Class Relative Cumulative Frequency 40-44 2/43=4.7% 45-49 8/43=18.6% 50-54 21/43=48.8% 55-59 33/43=76.7% 60-64 40/43=93.0% 65-69 43/43=100% Total AP Statistics, Section 1.1, Part 4 13 Time Plots Time (measured in seconds, days, months, years, etc.) is always on the xaxis. Use time plots to see trends related to time like… Seasonal variation Growth trends AP Statistics, Section 1.1, Part 4 14 Assignment Exercises 1.19 – 1.29 odd, The Practice of Statistics. AP Statistics, Section 1.1, Part 4 15
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