理工科概率统计

1 Introduction to Statistics and Data Analysis 2 Probability 3 Random Variables and Probability Distributions 4 Mathematical Expectation 5 Some Discrete Probability Distributions 6 Some Continuous Probability Distributions7 Functions of Random Variables (Optional) 8 Fundamental Sampling Distributions and Data Descriptions 9 One—and Two—Sample Estimation Problems 10 One—and Two—Sample Tests of Hypotheses11 Simple Linear Regression and Correlation 12 Multiple Linear Regression and Certain Nonlinear Regression Models 13 One—Factor Experiments: General 14 Factorial Experiments (Two or More Factors) 15 2k Factorial Experiments and Fractions

1 Introduction to Statistics and Data Analysis 2 Probability 3 Random Variables and Probability Distributions 4 Mathematical Expectation 5 Some Discrete Probability Distributions 6 Some Continuous Probability Distributions7 Functions of Random Variables (Optional) 8 Fundamental Sampling Distributions and Data Descriptions 9 One—and Two—Sample Estimation Problems 10 One—and Two—Sample Tests of Hypotheses11 Simple Linear Regression and Correlation 12 Multiple Linear Regression and Certain Nonlinear Regression Models 13 One—Factor Experiments: General 14 Factorial Experiments (Two or More Factors) 15 2k Factorial Experiments and Fractions 16 Nonparametric Statistics 17 Statistical Quality Control

本书可读性强，适合作理工科的双语教材或参考书，也可以作为科学和工程领域的决策人员、教师、工程师、技术人员的自学材料。本书在撰写上具有以下特点：　　（1）强调了概率模型和统计方法的应用。　　（2）较好地处理了理论与方法之间的关系，既有直觉统计的形象思维，又有与之对比的形式统计，使读者更能洞悉和体会统计思维与统计方法的本质。　　（3）附有大量习题，通过真实科学的模型方案和数据使读者掌握统计方法。　　（4）习题并不仅限定在工程领域，还包括一些社会科学和生物医学的应用习题，以训练工科学生能够接受非传统意义下的工程环境，例如生物信息和生物工程环境。