18.05 | Spring 2014 | Undergraduate

Introduction to Probability and Statistics

Studio Resources

S1 Studio 1 Plan (TXT) Birthday matches; Introduction to R (PDF)

Code for Studio 1 (ZIP) (This ZIP file contains: 2 .r files.)

Studio 1: Birthdays (R)

Studio 1 Slides with Solutions (PDF)
S2 Studio 2 Plan (TXT) Expectation; Simulation using R (PDF)

Code for Studio 2 (ZIP) (This ZIP file contains: 2 .r files.)

Tutorial on “For” Loops

Studio 2 Slides with Solutions (PDF)

Expanded Solutions for Studio 2 (PDF)


This studio is split between a continuation of class 5 and a standard studio. The class 5 materials include:

Studio 3 Plan (TXT) Gallery of continuous variables; histograms (PDF) Code for Studio 3 (ZIP) (This ZIP file contains: 2 .r files.) Studio 3 Slides with Solutions (PDF)
S4 Studio 4 Plan (TXT) Covariance, correlation, CLT (PDF) Code for Studio 4 (ZIP) (This ZIP file contains: 2 .r files.) Studio 4 Slides with Solutions (PDF)
S5 Studio 5 Plan (TXT) Bayesian updating (PDF) Code for Studio 5 (ZIP) (This ZIP file contains: 2 .r files.) Studio 5 Slides with Solutions (PDF)
S6 Studio 6 Plan (TXT) Continuous data, continuous priors (PDF) Code for Studio 6 (ZIP) (This ZIP file contains: 4 .r and 2 .csv files.) Studio 6 Slides with Solutions (PDF)
S7 No studio
S8 Studio 8 Plan (TXT) Rejection regions; NHST (PDF) Code for Studio 8 (ZIP) (This ZIP file contains: 1 .r file.) Studio 8 Slides with Solutions (PDF)
S9 Studio 9 Plan (TXT) NHST; comparing frequentist and Bayesian methods (PDF) Code for Studio 9 (ZIP) (This ZIP file contains: 2 .r file and 1 .tbl file) Studio 9 Slides with Solutions (PDF)
S10 Exam 2
S11 Studio 11 Plan (TXT) Confidence intervals III (PDF) Code for Studio 11 (ZIP) (This ZIP file contains: 2 .r and 1 .csv file.) Studio 11 Slides with Solutions (PDF)
S12 Studio 12 Plan (TXT) Bootstrapping; linear regression (PDF) Code for Studio 12 (ZIP) (This ZIP file contains: 3 .r and 3 .csv files.) Studio 12 Slides with Solutions (PDF)

Course Info

As Taught In
Spring 2014
Learning Resource Types
assignment_turned_in Problem Sets with Solutions
grading Exams with Solutions
notes Lecture Notes
co_present Instructor Insights
theaters Other Video