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18.05 | Spring 2014 | Undergraduate

# Introduction to Probability and Statistics

SES # | INSTRUCTOR’s PLAN FOR STUDIO | IN-CLASS SLIDES | SUPPORTING FILES | POST-CLASS SLIDES
--- | --- | --- | --- | ---
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)
S3 | This studio is split between a continuation of class 5 and a standard studio. The class 5 materials include: Reading: Continuation of class 5: Gallery of continuous variables; histograms (PDF) Reading: Manipulating random variables (PDF
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

##### Instructors

- Dr. Jeremy Orloff
- Jonathan Bloom

##### Departments

- Mathematics

##### As Taught In

Spring 2014

##### Level

Undergraduate

##### Topics

- Mathematics
  - Discrete Mathematics
  - Probability and Statistics

##### Learning Resource Types

assignment_turned_in Problem Sets with Solutions
grading Exams with Solutions
notes Lecture Notes
co_present Instructor Insights
theaters Other Video

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