Table of contents : Title Page Table Of Contents Inference Theory Lesson 28 The Central Limit Theorem Lesson 29 Estimating the Mean µ of a Population Lesson 30 Statistical Hypotheses Lesson 31 Hypothesis Testing Lesson 32 Type I Error Lesson 33 Type II Error Lesson 34 Combining Type I and Type II Errors Lesson 35 The Distribution of P Lesson 36 Estimating The Proportion p of a Population Lesson 37 Decision Theory Using P Lesson 38 The Distribution of Differences of Sample Means Lesson 39 The Distribution of Differences of Sample Lesson 40 Small Sampling Theory Lesson 41 The F Distribution Lesson 42 Analysis of Variance Lesson 43 The Chi-Square Distribution Lesson 44 Correlation and Regression Analysis I Lesson 45 Correlation and Regression Analysis II Lesson 46 Non parametric Statistics Table C The Standard Normal Distribution Table D The t-Distribution table Table E F - Distribution Table F The Chi-Square Distribution Appendix A Review Frequency Distributions Appendix B Review Averages Appendix C Review Measuring Variation Appendix D Review The Standard Normal Distribution