15.075J | Fall 2011 | Undergraduate

Statistical Thinking and Data Analysis

Course Description

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.
Learning Resource Types
Problem Sets with Solutions
Exams with Solutions
Lecture Notes
Programming Assignments with Examples
Normal distribution curve.
In this course, you will learn about several types of sampling distributions, including the normal distribution shown here. (Courtesy of Mwtoews on Wikipedia.)