Meaning from Data: Statistics Made Clear
Offered By: The Great Courses Plus
Course Description
Overview
Learn how to understand statistical information and the role it plays in everything from political polls to stock performances in this course taught by a professor of Mathematics.
Syllabus
- By This Professor
- 01: Describing Data and Inferring Meaning
- 02: Data and Distributions-Getting the Picture
- 03: Inference-How Close? How Confident?
- 04: Describing Dispersion or Measuring Spread
- 05: Models of Distributions-Shapely Families
- 06: The Bell Curve
- 07: Correlation and Regression-Moving Together
- 08: Probability-Workhorse for Inference
- 09: Samples-The Few, The Chosen
- 10: Hypothesis Testing-Innocent Until
- 11: Confidence Intervals-How Close? How Sure?
- 12: Design of Experiments-Thinking Ahead
- 13: Law-You're the Jury
- 14: Democracy and Arrow's Impossibility Theorem
- 15: Election Problems and Engine Failure
- 16: Sports-Who's Best of All Time?
- 17: Risk-War and Insurance
- 18: Real Estate-Accounting for Value
- 19: Misleading, Distorting, and Lying
- 20: Social Science-Parsing Personalities
- 21: Quack Medicine, Good Hospitals, and Dieting
- 22: Economics-"One" Way to Find Fraud
- 23: Science-Mendel's Too-Good Peas
- 24: Statistics Everywhere
Taught by
Michael Starbird
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