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Probability. Random Variables and Their Probability Distributions. Moments and Generating Functions. Multiple Random Variables. Some Special Distributions. Limit Theorems. Sample Moments and Their Distributions. Parametric Point Estimation. Neyman-Pearson Theory of Testing of Hypotheses. Some Further Results of Hypothesis Testing. Confidence Estimation. General Linear Hypothesis. Nonparametric Statistical Inference. References. Frequently Used Symbols and Abbreviations. Statistical Tables. Answers to Selected Problems. Indexes.