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Collaborative and Reproducible Data Science
Statistics 159/259, Spring 2021 Course Summary
Overview
Statistics 159/259: Weekly Plan
Syllabus
Syllabus for Statistics 159/259: Reproducible and Collaborative Statistical Data Science
Homework Assignments
1. Homework 1. Stats review and intro to Git
2. Homework 2. Election Fraud
3. Homework 3: Coding style, docstrings, algorithmic choices, and unit tests
4. Homework 4: Reproducibility, Philosophy of Science, and COVID-19 Models
5. Homework 5: Selective inference and outlier rejection
6. Homework 6: Cryptorandom - contributing to an open source project
7. Homework 7: Permute - contributing to an open source project
8. Homework 8. Final Project - Antibody Cocktail Efficacy
Lecture Notes
An Idiosyncratic Sample of Applied Statistics
Lecture Index
Index of Lectures and Materials
Index
