An introduction to statistical concepts for education and behavioral sciences

Abstract

Data Representation Univariate Population Parameters and Sample Statistics The Normal Distribution and Standard Scores Introduction to Probability and Sample Statistics Introduction to Hypothesis Testing - Inferences About a Single Mean Inferences About the Difference Between Two Means Inferences About Proportions Inferences About Variances Bivariate Measures of Association Simple Linear Regression Multiple Regression One-Factor Analysis of Variance - Fixed-Effects Model Multiple Comparison Procedures Factorial Analysis of Variance - Fixed-Effects Model Introduction to Analysis of Covariance - the One-Factor Fixed-Effects Model with a Single Covariate Random-and Mixed-Effects Analysis of Variance Models Hierarchical and Randomized Balck Analysis of Variance Models.