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Chapter 2  STATS applied!  147


                    Chapter   2      STATS applied!                                                TEACHING TIP:
                                                                                                    STATS applied!
                                                                    Chapter 2  Main Points
                  Do you sudoku?                                                            How recently have you reminded your   STATS applied!
                                                                                            students that not all distributions
                        Mr. Starnes played an online game of sudoku at  www.websudoku       are approximately normal? That’s
              .com . He finished an easy puzzle in 3 minutes and 20 seconds.
              The  graph  provides  information  about  how well  he did  (his              certainly the case with the distribution
              time is marked with an arrow).  The density curve shown was                   of completion times for easy sudoku
                                                                                  Jeffrey Coolidge/Photodisc/Getty Images
                constructed from a histogram of times for millions of easy sudoku           puzzles. If you have sufficient time, have
              games played at this website.                                                 students play 1 or 2 games of sudoku.
                           Your time: 3 minutes, 20 seconds                                 They can then interpret their percentile.
                           (C) 2021 BFW Publishers -- for review purposes only.
                                                                                            Also, ask students to explain why the
                                                                                            figure shows an arrow in the left tail
                                                                                            of the distribution, but states that Mr.
                                                                                            Starnes’s rank is the “Top 19%.” (This
                                                                                            should remind students that for sudoku
                                                                                            puzzles, smaller times are better!)
                                                                                              Watch carefully as your students
                                                                                            complete Question 5. It’s fair to compare
                     0 min                   30 mins
                               Rank: Top 19%                                                Mr. Starnes and Judy based on z-scores,
                                                                                            but it’s not fair for them to try to turn
                  1.   Describe the shape of the density curve.                             Judy’s z-score into a percentile. We


                2.   Which is larger for the distribution of time to solve easy puzzles on this site: the mean or the median?   don’t know if Judy’s times to complete
                Explain your answer.                                                        medium puzzles is approximately
                3.   State and interpret the percentile for Mr. Starnes’s time of 3 minutes and 20 seconds.     normal, so we don’t have any way to


                4.   From long experience, Mr. Starnes’s times to finish an easy sudoku puzzle at this website can be modeled   convert her time into a percentile.
                by a normal distribution with mean 4.2 minutes and standard deviation 0.7 minute. In what percent of the
                games that he plays does the author finish an easy puzzle in less than 3 minutes and 20 seconds? ( Note:    Knowing both Mr. Starnes and Judy
                3 minutes and 20 seconds is not the same as 3.20 seconds!)                  personally, there is no doubt at all that
                5.   Mr. Starnes’s wife Judy, who is an avid sudoku player, completed a medium puzzle at this site in 5 minutes.   Judy is the better sudoku player!
                This table summarizes the mean and standard deviation of times to complete easy and medium puzzles
                at this website.
                                      Difficulty level    Mean    SD                        Answers to Chapter 2 STATS
                                                                                            applied!
                                     Easy     13.5 minutes    7.9 minutes
                                     Medium    17.9 minutes    9.2 minutes
                                                                                            1.  skewed to the right
                  Whose performance is better, relatively speaking: Mr. Starnes’s 3 minutes and 20 seconds on an easy
                  puzzle or his wife Judy’s 5 minutes on a medium puzzle? Justify your answer.               2.  mean > median because the
                                                                                            distribution is skewed to the right.
                                                                                            3.  Mr. Starnes’s finishing time is at the
                                                                                            19th percentile of this distribution.
                                                                                            About 19% of players finished an easy
                                                                                            puzzle faster than he did.
                                                                                                   3.33 − 4.2
                                                                                            4.  (i) z =   =−1.24
                                                                                                     0.7
                                                                                            Table A: The proportion of z-scores less
                                                                                            than z = –1.24is0.1075.
        03_StarnesSPA4e_24432_ch02_088_153.indd   147                             07/09/20   1:59 PM
                                                                                            (ii) Tech: Applet/normalcdf(lower:–1000,
                                                                                                                  =
                                                                                           upper: 3.33,mean: 4.2, SD:0.7)0.1070.
                                                                                            In about 10.7% of games, Mr. Starnes
                                                                                            finishes an easy puzzle in less than
                                                                                            3 minutes and 20 seconds.
                                                                                                          3.33 −13.5
                                                                                            5.  Mr. Starnes: z =  =−1.29
                                                                                                            7.9
                                                                                                            5 −17.9
                                                                                            Mr. Starnes’s wife: z =  =−1.40
                                                                                                             9.2
                                                                                            Mr. Starnes’s wife performed better
                                                                                            because her z-score was less than
                                                                                            Mr. Starnes’s.







                                                                                CHAPTER  2   •  STATS applied!        147





          03_TysonTEspa4e_25177_ch02_088_153_4pp.indd   147                                                            10/11/20   7:49 PM
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