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Probability and Statistical Inference
Preface
Probability
Discrete Distributions
Continuous Distributions
Random Variables of the Continuous Type
The Exponential, Gamma, and Chi-Squared Distributions
The Normal Distribution
Bivariate Distributions
Bivariate Distributions of the Discrete Type
The Correlation Coefficient
Conditional Distributions
Bivariate Distributions of the Continuous Type
The Bivariate Normal Distribution
Distributions of Functions of Random Variables
Functions of One Random Variable
Transformation of Two Random Variables
Several Random Variables
The Moment-Generating Function Technique
Random Functions Associated with the Normal Distributions
The Central Limit Theorem
Approximations for Discrete Distributions
References
Index
Books
/
Probability and Statistical Inference
References
Casella, George and Berger, Roger L.. Statistical Inference. Thomson Learning, 2002.
Hogg, Robert V., Tanis, Elliot A. and Zimmerman, Dale L.. Probability and Statistical Inference. Pearson, 2015.
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