Contains:
Introduction to Statistics and Data Analysis, Probability Theory, Random Variables & Probability Distributions, Introduction to Mathematical Statistics Estimations, Discrete Probability Distributions, Continuous Probability Distributions, Functions of Random Variables, Basic Sampling Distributions & Data Description, Parameter Estimation Problems of One or Two Samples, Statistical Hypothesis Testing of One Sample and Two Samples, Simple Linear Regression & Linear Correlation, Multiple Linear Regression and Nonlinear Regression Models, One-Factor Experiments, Factorial Experiments, 2k Factorial Experiments and Fractional Factorial Experiments, Nonparametric Statistics, Qualitative Control, Bayesian Statistics, Statistical Tables & Proofs, Answers to Selected Problems.