Ebook: Probability with Statistical Applications

This concise text is intended for a one-semester course, and offers a practical introduction to probability for undergraduates at all levels with different backgrounds and views towards applications.

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This concise text is intended for a one-semester course, and offers a practical introduction to probability for undergraduates at all levels with different backgrounds and views towards applications.
Content:
Front Matter....Pages i-xiii
Probability Space....Pages 1-21
Random Variables....Pages 23-58
Binomial and Poisson Random Variables....Pages 59-86
Limit Theorems....Pages 87-101
Estimation and Hypothesis Testing....Pages 103-141
Linear Regression....Pages 143-159
Moment Generating Functions and Sums of Independent Random Variables....Pages 161-175
Transformations of Random Variables and Random Vectors....Pages 177-212
Back Matter....Pages 213-219

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This concise text is intended for a one-semester course, and offers a practical introduction to probability for undergraduates at all levels with different backgrounds and views towards applications.
Content:
Front Matter....Pages i-xiii
Probability Space....Pages 1-21
Random Variables....Pages 23-58
Binomial and Poisson Random Variables....Pages 59-86
Limit Theorems....Pages 87-101
Estimation and Hypothesis Testing....Pages 103-141
Linear Regression....Pages 143-159
Moment Generating Functions and Sums of Independent Random Variables....Pages 161-175
Transformations of Random Variables and Random Vectors....Pages 177-212
Back Matter....Pages 213-219
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