STATISTICS: UNLOCKING THE POWER OF DATA, 2E 亞洲版 LOCK 華通書坊/姆斯
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書名:STATISTICS: UNLOCKING THE POWER OF DATA, SECOND EDITION ASIA EDITION 作者:LOCK 出版年:2020 出版社:John Wiley ISBN:9781119587842 內容簡介: DESCRIPTION Statistics: Unlocking the Power of Data, 2nd Edition continues to utilize these intuitive methods like randomization and bootstrap intervals to introduce the fundamental idea of statistical inference. These methods are brought to life through authentically relevant examples, enabled through easy to use statistical software, and are accessible at very early stages of a course. The program includes the more traditional methods like t-tests, chi-square texts, etc. but only after students have developed a strong intuitive understanding of inference through randomization methods. The focus throughout is on data analysis and the primary goal is to enable students to effectively collect data, analyze data, and int TABLE OF CONTENTS Preface ix Unit A: Data 1 Chapter 1. Collecting Data 2 Chapter 2. Describing Data 46 Chapter 3. Confidence Intervals 194 Chapter 4. Hypothesis Tests 256 Chapter 5. Approximating with a Distribution 370 Chapter 6. Inference for Means and Proportions 402 Chapter 7. Chi-Square Tests for Categorical Variables 506 Chapter 8. ANOVA to Compare Means 538 Chapter 9. Inference for Regression 574 Chapter 10. Multiple Regression 610 Chapter P. Probability Basics 688 P.1. Probability Rules 690 P.2. Tree Diagrams and Bayes’ Rule 702 P.3. Random Variables and Probability Functions 709 P.4. Binomial Probabilities 716 P.5. Density Curves and the Normal Distribution 724 Appendix A. Chapter Summaries 737 Appendix B. Selected Dataset Descriptions 749 Partial Answers 761 Index General Index 783 Data Index 786