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Meaning from Data: Statistics Made Clear
Taught by Professor Michael Starbird, Phd
Lect. 01 - Describing Data and Inferring Meaning
Lect. 02 - Data and Distributions -- Getting the Picture
Lect. 03 - Inference -- How Close? How Confident?
Lect. 04 - Describing Dispersion or Measuring Spread
Lect. 05 - Models of Distributions -- Shapely Families
Lect. 06 - The Bell Curve
Lect. 07 - Correlation and Regression -- Moving Together
Lect. 08 - Probability -- Workhorse for Inference
Lect. 09 - Samples -- The Few, The Chosen
Lect. 10 - Hypothesis Testing -- Innocent Until
Lect. 11 - Confidence Intervals -- How Close? How Sure?
Lect. 12 - Design of Experiments -- Thinking Ahead
Lect. 13 - Law -- You're the Jury
Lect. 14 - Democracy and Arrow's Imposibility Theorem
Lect. 15 - Election Problems and Engine Failure
Lect. 16 - Sports -- Whos Best of All Time
Lect. 17 - Risk -- War and Insurance
Lect. 18 - Real Estate -- Accounting for Value
Lect. 19 - Misleading, Distorting, and Lying
Lect. 20 - Social Science -- Parsing Personalities
Lect. 21 - Quack Medicine, Good Hospitals, and Dieting
Lect. 22 - Econimics -- "One" way to Find Fraud
Lect. 23 - Science -- Mendels Too-Good Peas
Lect. 24 - Statistics Everywhere