Statistical Thinking and Data Analysis

This course is an introduction to statistical data analysis. Topics are chosen from applied probability, sampling, estimation, hypothesis testing, linear regression, analysis of variance, categorical data analysis, and nonparametric statistics. Level: Beginner. Free course materials from MIT OpenCourseWare including lecture notes, assignments, and exams.