Introductory Statistics for Data Analysis

This book describes the probability theory associated with frequently used statistical procedures and the relation between probability theory and statistical inference. Statistical topics then include parameter estimation with confidence intervals, hypothesis testing, chi-square tests, t tests, and several non-parametric tests.