Understanding Uncertainty
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Syllabus
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Lecture 00: Why Statistics?
Lecture 01: Programming Basics
Lecture 02: Probability and Random Variables
Lecture 03: Sampling and Simulation
Lecture 04: Data Generating Processes
Lecture 05: Hypothesis Testing
Lecture 06: Bootstrapping
Lecture 07: Permutation Tests
Lecture 08: Regression Basics
Lecture 09: Regression Inference and Multiple Regression
Assignments
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Assignment 0
Assignment 1
Assignment 2
Assignment 3