教你学习如何进行数据分析
书名《Head First Data Analysis》出版年份2009年
目录:
1 Introduction to Data Analysis: Break It Down 1
2 Experiments: Test Your Theories 37
3 Optimization: Take It to the Max 75
4 Data Visualization: Pictures Make You Smarter 111
5 Hypothesis Testing: Say It Ain’t So 139
6 Bayesian Statistics: Get Past First Base 169
7 Subjective Probabilities: Numerical Belief 191
8 Heuristics: Analyze Like a Human 225
9 Histograms: The Shape of Numbers 251
10 Regression: Prediction 279
11 Error: Err Well 315
12 Relational Databases: Can You Relate? 359
13 Cleaning Data: Impose Order 385
i Leftovers: The Top Ten Things (We Didn’t Cover) 417
ii Install R: Start R Up! 427
iii Install Excel Analysis Tools: The ToolPak 431