The Art of Data Analysis
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|Title:||The Art of Data Analysis|
|Author:||Kristin H. Jarman|
|Format:||Online PDF (192 pages, 2.8MB)|
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With an emphasis on critical thinking, The Art of Data Analysis: How to Answer Almost Any Question Using Basic Statistics presents fun and unique examples, guides readers through the entire data collection and analysis process, and introduces basic statistical concepts along the way.
Table of Contents PART 1 The Basics 1. Statistics: The Life of the Party 3 2. Lions, and Tigers, and . . . Bigfoot? Oh, My: How Questionable Data Can Screw Up an Otherwise Perfectly Good Statistical Analysis 7 3. Asteroid Belts and Spandex Cars: Using Descriptive Statistics to Answer Your Most Weighty Questions 23 4. Baseball, Game Shows, and Sidekicks: Who Cares about Probability Anyway? 43 5. What It’s Like to Be Normal: Probability Distributions and One Rule That Could Make You Wildly Popular 63 PART 2 What a Few Estimates and a Little Probability Can Do for You 6. Men Are Insensitive and Women Are Illogical. Really: Asserting Your Stereotypes with Confidence 89 7. Godzilla versus King Kong: How Hypothesis Tests Can Be Used to Settle the Battle of the Movie Monsters 109 8. Lab Rats and Roommates: Analysis of Variance and How to Channel Your Inner Mad Scientist 129 9. When the Zombie Flu Went Viral: Regressing the Myth Out of Urban Myths 143 Appendix A: Critical Values for the Standard Normal Distribution 161 Appendix B: Critical Values for the T-Distribution 163 Appendix C: Critical Values for the Chi-Squared Distribution 165
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