This is an archived course. A more recent version may be available at ocw.mit.edu.

Translations*

Calendar

LEC # TOPICS
1 Introduction and Collecting Data
2 Summarizing and Exploring Data
3 Summarizing and Exploring Data
4 Review of Probability
5 Sampling Distributions
6 Basic Concepts of Inference
7 Inference for Single Samples
8 Inference for Two Samples
9 Inference for Proportion and Count Data
10 Review and Examples
11 Midterm Exam
12 Simple Linear Regression and Correlation
13 Simple Linear Regression and Correlation
14 Multiple Linear Regression
15 Multiple Linear Regression
Logistic Regression
Regression Review and Robust Regression
16 ANOVA - single factor
17 ANOVA - single factor
18 ANOVA - multifactor
19 ANOVA - multifactor
20 Nonparametric Methods
21 Nonparametric Methods
22 Special Topics
23 Special Topics
24 Review and Examples
25 Final Exam