Все публикации

0:37:44

COBRA: Confidence-based Anomaly Detection for Medicine

0:40:04

Dimensionality Reduction via Principal Component Analysis

0:23:35

The Mathematics Behind Principal Component Analysis

0:29:38

Principal Component Analysis

0:42:14

The Covariance Matrix

0:33:35

Overview of Hypothesis Testing

0:25:09

P-Value Abuse! Practical Significance and P Hacking

0:14:49

HYPOTHESIS TESTING AND CAUSAL INFERENCE

0:29:54

MULTIPLE TESTING: EVALUATING NBA PLAYERS

0:31:59

No Model? No Problem! The Permutation Test

0:32:09

THE POWER OF HYPOTHESIS TESTS

0:24:03

Statistical Significance: Why the P Value Controls False Positives

0:18:36

A Two-Sample Test for Antetokounmpo's Free Throws

0:23:13

THE NULL HYPOTHESIS AND THE P VALUE

0:38:06

ESTIMATION OF POPULATION PARAMETERS FROM RANDOM SAMPLES

0:30:03

Bootstrap Confidence Intervals

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