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概率论与数理统计(英文版)
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  • ISBN:
    9787562956068
  • 作      者:
    编者:贺素香//王传美//邓艳芳
  • 出 版 社 :
    武汉理工大学出版社
  • 出版日期:
    2017-09-01
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内容介绍
贺素香、王传美、邓艳芳主编的《概率论与数理统计(英文版)》简介:This book is compiled based on the authors' more than ten years of experiences in teaching the course of Proba-bility and Statistics for students from School of International Education, Wuhan University of Technology. Thisbook covers nine chapters, i. e. , Probability of Events, Random Variables and Distributions, Multivariate RandomVariables, Numerical Characteristics of Random Variables, Law of Large Numbers and Central Limit Theorems,Random Samples and Sampling Distributions, Parametric Estimation, Hypotheses Testing, and Some BackgroundMaterials. Each chapter is followed by rich and typical exercises. The book should be most suitable to non--mathmajor undergraduate students who study Probability and Statistics as the bilingual course.
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目录
1 Probability of Events
1.1 Experiments and Events
1.2 Set Theory
1.3 Frequency and Probability
1.4 The Classical Probability
1.5 Geometrical Probability
1.6 Conditional Probability
1.7 Independence of Events
2 Random Variables and Distributions
2.1 Random Variables and Distribution Functions
2.2 Discrete Random Variables
2.3 Continuous Random Variables
2.4 Functions of a Random Variable
3 Multivariate Random Variables
3.1 Bivariate Random Variables
3.2 Marginal Distributions
3.3 Conditional Distributions
3.4 Independent Random Variables
3.5 Functions of Two or More Random Variables
3.6 Multivariate Distributions
4 Numerical Characteristics of Random Variables
4.1 Mathematical Expectation
4.2 Variance
4.3 Covariance and Correlation Coefficient
4.4 Moments
5 Law of Large Numbers and Central Limit Theorems
5.1 Law of Large Numbers
5.2 Central Limit Theorems
6 Random Samples and Sampling Distributions
6.1 Random Samples
6.2 Sampling Distributions
7 Parametric Estimation
7.1 Point Estimation
7.2 Evaluation of Estimators
7.3 Interval Estimation
8 Testing Hypotheses
8.1 Problems of Testing Hypotheses
8.2 Testing Hypotheses about Normal Distribution
8.3 P-value
9 Some background Materials
9.1 Permutations
9.2 k-Permutations
9.3 Combinations
Appendix 1 Table of Binomial Probabilities
Apperdix 2 Table of Poisson Probabilities
Appendix 3 Table of Standard Normal Distribution
Appendix 4 Table of the t Distribution
Appendix 5 Table of the X2 Distribution
Appendix 6 Table of the F Distribution
Appendix 7 Key to exercises
References
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