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Sahoo Prasanna. Probability and mathematic statistics

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Sahoo Prasanna. Probability and mathematic statistics
University of Louisville, 2013. — 712 p.
Probability of Events
Conditional Probability and Bayes’ Theorem
Random Variables and Distribution Functions
Moments of Random Variables and Chebychev Inequality
Some Special Discrete Distributions
Some Special Continuous Distributions
Two Random Variables
Product Moments of Bivariate Random Variables
Conditional Expectations of Bivariate Random Variables
Functions of Random Variables and Their Distribution
Some Special Discrete Bivariate Distributions
Some Special Continuous Bivariate Distributions
Sequences of Random Variables and Order Statistics
Sampling Distributions Associated with the Normal Population
Some Techniques for Finding Point Estimators of Parameters
Criteria for Evaluating the Goodness of Estimators
Some Techniques for Finding Interval Estimators of Parameters
Test of Statistical Hypotheses
Simple Linear Regression and Correlation Analysis
Analysis of Variance
Goodness of Fits Tests
References
Answers to Selected Review Exercises
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