内容推荐 剑桥大学统计学教授大卫·斯皮格豪特通过真实世界中的例子介绍数据分析的关键技巧,了解在工作和日常生活中遇到的统计问题…… 目录 LIST OF FIGURES LIST OF TABLES ACKNOWLEDGEMENTS INTRODUCTION CHAPTER 1 Getting Things in Proportion: Categorical Data and Percentages CHAPTER 2 Summarizing and Communicating Numbers. Lots of Numbers CHAPTER 3 Why Are We Looking at Data Anyway? Populations and Measurement CHAPTER 4 What Causes What? CHAPTER 5 Modelling Relationships Using Regression CHAPTER 6 Algorithms, Analytics and Prediction CHAPTER 7 How Sure Can We Be About What Is Going On? Estimates and Intervals CHAPTER 8 Probability - the Language of Uncertainty and Variability CHAPTER 9 Putting Probability and Statistics Together CHAPTER 10 Answering Questions and Claiming Discoveries CHAPTER 11 Learning from Experience the Bayesian Way CHAPTER 12 How Things Go Wrong CHAPTER 13 How We Can Do Statistics Better CHAPTER 14 In Conclusion GLOSSARY NOTES INDEX |