best practices of statistics

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Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and Company The Basic Practice of Statistics, 6 th Edition David S. Moore, William I. Notz, Michael A. Fligner

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The Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

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Page 1: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 2: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.1 A spreadsheet displaying data from the American Community Survey, for Example 1.1.

Page 3: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 4: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.2 You can use a pie chart to display the distribution of a categorical variable. Here is a pie chart of the distribution of intended majors of students entering college.

Page 5: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.3 Bar graphs of the distribution of intended majors of students entering college. In (a), the bars follow the alphabetical order of fields of study. In (b), the same bars appear in order of height.

Page 6: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 7: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.4 You can use a bar graph to compare quantities that are not part of a whole. This bar graph compares the percents of users who say various platforms/devices had a “Big impact” on their lives, for Example 1.3.

Page 8: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 9: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 10: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.5 Histogram of the distribution of the percent of foreign-born residents in the 50 states and the District of Columbia, for Example 1.4.

Page 11: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 12: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 13: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.6 Another histogram of the distribution of the percent of foreign-born residents, with classes half as wide as in Figure 1.5. Histograms with more classes show more detail but may have a less clear pattern.

Page 14: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 15: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.7 Histogram of the Iowa Test vocabulary scores of all seventh-grade students in Gary, Indiana, for Example 1.6. This distribution is single-peaked and symmetric.

Page 16: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 17: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.8 Histogram of the percent of high school graduates in each state who took the SAT Reasoning test, for Example 1.7. The graph shows two groups of states: ACT states (where few students take the SAT) at the left and SAT states at the right.

Page 18: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.9 Histogram of the state percents of women aged 15 and over who have never been married, for Exercise 1.9.

Page 19: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 20: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.10 Stemplot of the percents of foreign-born residents in the states, for Example 1.8. Each stem is a percent and leaves are tenths of a percent.

Page 21: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 22: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.11 Stemplot of the breaking strength of pieces of wood, rounded to the nearest hundred pounds, for Example 1.9. Stems are thousands of pounds and leaves are hundreds of pounds.

Page 23: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

UN Figure 1.1

Page 24: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 25: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 26: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.12 Time plot of average gauge height at a monitoring station in Everglades National Park over a nine-year period, for Example 1.10. The yearly cycles reflect Florida’s wet and dry seasons.

Page 27: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Un Figure 1.2

Page 28: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.13 Pie chart of the national origins of Hispanic residents of the United States, for Exercise 1.28.

Page 29: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.14 The distribution of fruit consumption in a sample of 74 seventeen-year-old girls, for Exercise 1.30.

Page 30: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.15 The distribution of IQ scores for 78 seventh-grade students, for Exercise 1.31.

Page 31: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.16 The distribution of monthly percent returns on U.S. common stocks from January 1985 to November 2010, for Exercise 1.32.

Page 32: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.17 Histograms of four distributions, for Exercise 1.33.

Page 33: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 34: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 35: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Page 36: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.18a Time plots of in-state tuition between 1980 and 2010, for Exercise 1.43.

Page 37: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.18b Time plots of in-state tuition between 1980 and 2010, for Exercise 1.43.

Page 38: Best Practices of Statistics

Copyright ©2013, 2010, 2007, 2004 by W. H. Freeman and CompanyThe Basic Practice of Statistics, 6th EditionDavid S. Moore, William I. Notz, Michael A. Fligner

Figure 1.19 Time plot of the monthly count of new single-family homes started (in thousands) between January 1990 and August 2011, for Exercise 1.44.