Elements of Statistical Reasoning

Introduction. Frequency Distributions. Graphic Representation. Central Tendency. Variability. Normal Distributions and Standard Scores. Correlation. Regression and Prediction. Introduction to Statistical Inference and Probability. Random Sampling Distributions. Introduction to Hypothesis Testing. Comparing the Means of Two Populations: Independent Samples. Comparing the Means of Two Populations: Dependent Samples. Statistical Power Analysis. Estimation. Inference about Pearson Correlation Coefficients. Analysis of Variance: The One-Way Design. Factorial Analysis of Variance: The Two-Factor Design. The Binomial Test. Chi-Square and Frequency Data. Some (Almost) Distribution-Free Tests. Appendices. Index.Minium, Edward W. is the author of 'Elements of Statistical Reasoning' with ISBN 9780471080411 and ISBN 0471080411.