Statistical methods for psychology
STATISTICAL METHODS FOR PSYCHOLOGY surveys the statistical techniques commonly used in the behavioral and social sciences, especially psychology and education. To help students gain a better understanding of the specific statistical hypothesis tests that are covered throughout the text, author David Howell emphasize conceptual understanding.
Note:
1. Basic Concepts - 2. Describing and Exploring Data - 3. The Normal Distribution - 4. Sampling Distributions and Hypothesis Testing - 5. Basic Concepts of Probability - 6. Categorical Data and Chi-Square - 7. Hypothesis Tests Applied to Means - 8. Power - 9. Correlation and Regression - 10. Alternative Correlational Techniques - 11. Simple Analysis of Variance - 12. Multiple Comparisons Among Treatment Means - 13. Factorial Analysis of Variance - 14. Repeated-Measures Designs - 15. Multiple Regression - 16. Analyses Of Variance and Covariance as General Linear Models - 17. Log-linear analysis - 18. Resampling and Nonparametric Approaches to Data