概率论与数理统计
内容简介
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《概率论与数理统计（英文版）/普通高等教育“十三五”规划教材》介绍了概率论与数理统计的基本概念、基本理论和方法。内容包括：概率基本介绍，随机变量及其分布，多维随机变量及其分布，数学期望，极限理论，抽样分布，参数估计，假设检验和回归分析。每章课后配有丰富的习题，供学生练习之用。 《概率论与数理统计（英文版）/普通高等教育“十三五”规划教材》是高校工科、理科（非数学专业）“概率论与数理统计”的双语教材，也可作为高等学校理工科各专业学生及教师的教材和参考书，还可供科技工作者阅读。
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目录
Chapter 1 Introduction to Probability1．1 Introduction1．2 Interpretations of Probability1．3 Set Algebra1．4 The Definition of Probability1．5 Finite Sample Spaces1．6 Geometry Probability Setting1．7 Conditional Probability1．8 Independent EventsChapter 2 Random Variable and Distribution2．1 Random Variable2．2 Discrete Distribution2．3 Continuous Random Variable and Its Distribution2．4 The Function of a Random VariableChapter 3 Multi-Dimensional Random Variable and Distributions3．1 Multi-Dimensional Random Variable and its Distribution3．2 Marginal Distribution3．3 Conditional Distribution3．4 Independence of Random Variables3．5 Functions of Two or More Random VariablesChapter 4 Expectation4．1 Expectation of Random Variable4．2 Variance and Moments4．3 Covariance and Correlation4．4 Covariance MatrixChapter 5 Limit Theorem5．1 Law of Large Numbers5．2 the Central Limit TheoremChapter 6 Samples and Sampling Distribution6．1 Random Samples6．2 Statistics and Numerical Characteristics of Sample6．3 Sampling Distribution6．4 Distributions of Sample Mean and Sample Variancewith Normal DistributionChapter 7 Estimation of Parameters7．1 Point Estimation， Moment Estimation and MaximumLikehood Estimators7．2 the Evaluation Criteria of Estimators7．3 Estimation of Intervals7．4 Interval Estimation of Normal Population Parameters7．5 One-Sided Confidence IntervalChapter 8 Testing Hypotheses8．1 Problem of Testing Hypotheses8．2 the Testing of Hypotheses of the Mean of the Normal Distribution 8．3 Testing Hypotheses about Variance of Normal Distribution8．4 Equivalence of Tests and Confidence Sets8．5 Test of Fit of Population Distribution8．6 Testing of Hypotheses Using p-valueChapter 9 Simple Linear Regression9．1 the Method of Regression9．2 Estimation and Inference in Simple Linear RegressionSolutions for ExercisesReferences
封面
书名:概率论与数理统计
作者:王学丽
页数:305
定价:¥42.0
出版社:北京邮电大学出版社
出版日期:2017-08-01
ISBN:9787563551699
PDF电子书大小:119MB 高清扫描完整版