Statistics Book

Preface. Introduction. Elementary Probability Theory. Frequency and Probability Distributions. A Discrete Random Variable: The Binomial. Central Tendency and Variability. Sampling Distributions and Point Estimation. Normal Population and Sampling Distributions. Hypothesis Testing. Inferences About Population Means. The Chi-Square and F Distributions. The General Linear Model and the Analysis of Variance. Comparisons Among Means. Factorial Designs and Higher-Order Analysis of Variance. Analysis of Variance Models II and III: Random Effects and Mixed Models. Problems in Regression and Correlation. Partial and Multiple Regression. Further Topics in Regression. The Analysis of Covariance. Analyzing Qualitative Data: Chi-Square Tests. Terms You Should Know. Practice Exercises. Exercises.

Appendix A: Rules of Summation.

Appendix B: The Algebra of Expectations.

Appendix C: Joint Random Variables and Linear Combinations.

Appendix D: Some Principles and Applications of Matrix Algebra.

Appendix E: Sets and Functions.

Appendix F: Tables.

Appendix G: Solutions to Selected Exercises References and Suggestions for Further Reading. Glossary of Symbols.
Index.