In this course, you will learn about several types of sampling distributions, including the normal distribution shown here. (Courtesy of Mwtoews on Wikipedia.)
Instructor(s)
Prof. Cynthia Rudin
Allison Chang
(Teaching Assistant)
Dimitrios Bisias
(Teaching Assistant)
MIT Course Number
15.075J / IDS.013J / (formerly ESD.07J)
As Taught In
Fall 2011
Level
Undergraduate
Course Description
Course Features
- Lecture notes
- Assignments: problem sets with solutions
- Assignments: programming with examples
- Exams and solutions
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.
