Introduction -- Organizing and visualizing data -- Numerical descriptive measures -- Basic probability -- Discrete probability distributions -- The normal distribution and other continuous distributions -- Sampling and sampling distributions -- Confidence interval estimation -- Fundamentals of hypothesis testing: one-sample tests -- Two-sample tests -- Analysis of variance -- Chi-square tests and nonparametric tests -- Simple linear regression -- Introduction to multiple regression -- Multiple regression model building -- Time-series forecasting -- statistical applications in quality management -- Data analysis overview -- Decision making