Chapter 1 Introduction of AP Statistics Exam AP 统计学考试简介 1
Chapter 2 Descriptive Analysis of Categorical Data 分类数据的描述分析 6
2.1Types of variables 变量类型 8
2.2 Analysis of univariate categorical data 单变量分类数据的分析 10
2.3 Analysis of bivariate categorical data 双变量分类数据的分析 16
Chapter 3 Descriptive Analysis of Continuous Data 连续型数据的描述分析 21
3.1 Analysis of univariate continuous data 单变量连续型数据的分析 23
3.2 Analysis of bivariate continuous data 双变量连续型数据的分析 49
Chapter 4 Sampling, Surveys and Experiments 抽样, 调查和实验设计 79
4.1 Some basic concepts 几个基本概念 82
4.2 Methods of data collection 收集数据的方式 84
4.3 Some simple sampling methods 几种简单的抽样方法 87
4.4 Terms and concept of experiments 实验设计中的基本概念 95
4.5 Single-blind experiment and double-blind experiment 单盲试验和双盲实验 101
4.6 Experiments 实验设计 101
Chapter 5 Probability and Probability Distribution 概率与概率分布 113
5.1 Probability 概率 115
5.2 Basic rules and more probability rules 概率的基本准则及运算法则 118
5.3 Discrete random variable and probability distribution 离散型随机变量及其概率分布 125
5.4 The probability distribution of continuous random variable
连续型随机变量的概率分布 138
5.5 Combining independent random variables 独立随机变量的组合 144
Chapter 6 Statistic and Sampling Distribution 统计量及抽样分布 163
6.1 Basic concepts 基本概念 165
6.2 Sampling distribution of sample mean and central limit theorem
样本均值的抽样分布与中心极限定理 167
6.3 Sampling distribution of a sample proportion 样本比例的抽样分布 171
6.4 Sampling distribution of a difference between two independent sampling means
两个相互独立的样本均值差的抽样分布 172
6.5 Sampling distribution of a difference between two independent sample proportions
两个相互独立的样本比例差的抽样分布 173
Chapter 7 Parameter Estimation 参数估计 183
7.1 General issues 参数估计的一般问题 185
7.2 Interval estimation for a population parameter 一个总体参数的区间估计 194
7.3 Interval estimation for two population parameter 两个总体参数的区间估计 207
7.4 Determine the sample size 样本量的确定 219
7.5 Interval estimation for the slope of the regression line 回归系数的区间估计 223
Chapter 8 Hypothesis Testing 假设检验 240
8.1 Testing a hypothesis 假设检验的基本问题 242
8.2 Inference about one population parameter 一个总体参数的检验 250
8.3 Inference for two population parameters 两个总体参数的检验 260
8.4 Significance test for the slope of the regression line
回归系数(最小二乘回归线斜率)的显著性检验 267
8.5 Test through the confidence interval 用置信区间进行检验 270
8.6 Test for categorical data 分类数据的假设检验 271