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Part I: Descriptive Statistics and Probability. Preliminary: Descriptive Statistics. Sets and Counting. Basic Probability. Conditional Probability and Independence. Random Variables. Binomial and Normal Distributions. Part II: Inferential Statistics. Sampling Distributions. Confidence Intervals for A Single Population. Hypotheses Tests for A Single Population. Inference for Two Populations. Chi-Square Tests and Analysis of Variance.