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Introduction to Statistics

Resources

Schedule
Practice Quizzes

Discussion Slides

Discussion 1: Thinking about scale
Discussion 2: Data visualization and vibecoding
Discussion 3: Summary statistics and vibecoding
Discussion 4: Probability
Discussion 5: Conditional Probability
Discussion 6: Statistical significance

Unit 1: Thinking about Scale

Lecture 1: Welcome to Statistics!
Lecture 2: Thinking about scale
Lecture 3: Cost-benefit analysis

Unit 2: Exploratory Data Analysis

Lecture 4: Exploratory Data Analysis
Lecture 5: Summaries of Center
Lecture 6: Deceptive visualizations
Lecture 7: Variability
Lecture 8: When means mislead
Lecture 9: Correlation

Unit 3: Probability

Lecture 10: Probability
Lecture 11: Coincidences
Lecture 12: Probability and expectation in sports
Lecture 13: Conditional Probability
Lecture 14: Common mistakes in conditional probability
Lecture 15: Expected Value

Unit 4: Estimates, Hypothesis Testing, and Experiments

Lecture 16: Statistical Significance
Lecture 17: Hypothesis tests
Lecture 18: Multiple hypotheses

Lecture Worksheets

Worksheet 1: Welcome to Statistics!
Worksheet 2: Thinking about scale
Worksheet 3: Cost-Benefit Analysis
Worksheet 4: Data
Worksheet 5: Summaries of center
Worksheet 6: Deceptive visualizations
Worksheet 7: Variability
Worksheet 8: When means mislead
Worksheet 9: Correlation
Worksheet 10: Probability
Worksheet 11: Coincidences
Worksheet 12: Probability and expectation in sports
Worksheet 13: Conditional Probability
Worksheet 14: Common mistakes in conditional probability
Worksheet 15: Expected Value
Worksheet 16: Statistical significance
Worksheet 17: Hypothesis testing
Worksheet 18: Multiple hypotheses

Index

By Tselil Schramm

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