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0:24:28

THE BOOTSTRAP

0:26:06

CONFIDENCE INTERVALS FOR PROBABILITIES AND PROPORTIONS

0:25:40

CONFIDENCE INTERVALS

0:13:52

How Not To Estimate Risk

0:24:54

THE CENTRAL LIMIT THEOREM

0:32:18

Why Sums And Averages Tend To Look Gaussian

0:24:38

The Law of Large Numbers Can Fail!

0:28:26

The Law of Large Numbers and Deviation Inequalities

0:22:50

THE STANDARD ERROR

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RANDOM SAMPLING AND ESTIMATION BIAS

0:36:57

Overview of Correlation

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CORRELATION DOES NOT (USUALLY) IMPLY CAUSATION

0:25:02

A Geometric Analysis of Correlation

0:14:53

Uncorrelation and Independence

0:27:00

PROPERTIES OF THE CORRELATION COEFFICIENT

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SIMPLE LINEAR REGRESSION

0:27:21

CORRELATION AND COVARIANCE

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The Correlation Coefficient

0:44:49

OVERVIEW OF AVERAGING

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Do ALL CAPS titles increase YouTube views? The Average Treatment Effect

0:26:15

OPTIMAL REGRESSION VIA THE CONDITIONAL MEAN

0:34:00

ITERATED EXPECTATION AND THE CONDITIONAL MEAN

0:21:50

THE CONDITIONAL MEAN FUNCTION

0:30:33

THE VARIANCE, THE STANDARD DEVIATION AND THE MEAN SQUARE