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Crash Course Statistics - Season 1 Episode 21

9 /1
Trailer | | 13:14 minutes | , , ,

Today we're going to begin our three-part unit on p-values. In this episode we'll talk about Null Hypothesis Significance Testing (or NHST) which is a framework for comparing two sets of information. In NHST we assume that there is no difference between the two things we are observing and and use our p-value as a predetermined cutoff for if something seems sufficiently rare or not to allow us to reject that these two observations are the same. This p-value tells us if something is statistically significant, but as you'll see that doesn't necessarily mean the information is significant or meaningful to you.

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First Air Date: Jan 24, 2018

Last Air date: Jan 09, 2019

Episode: 44 Episode

Season: 1 Season

Season

Crash Course Statistics Season 1

Episode

What Is Statistics

Mathematical Thinking

Mean, Median, and Mode: Measures of Central Tendency

Measures of Spread

Charts Are Like Pasta - Data Visualization Part 1

Plots, Outliers, and Justin Timberlake: Data Visualization Part 2

The Shape of Data: Distributions

Correlation Doesn’t Equal Causation

Controlled Experiments

Sampling Methods and Bias with Surveys

Science Journalism

Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection

Probability Part 1: Rules and Patterns

Probability Part 2: Updating Your Beliefs with Bayes

The Binomial Distribution

Geometric Distributions and The Birthday Paradox

Randomness

Z-Scores and Percentiles

The Normal Distribution

Confidence Intervals

How P-Values Help Us Test Hypotheses

P-Value Problems

Playing with Power: P-Values Pt 3

You Know I’m All About that Bayes

Bayes in Science and Everyday Life

Test Statistics

T-Tests: A Matched Pair Made in Heaven

Degrees of Freedom and Effect Sizes

Chi-Square Tests

P-Hacking

The Replication Crisis

Regression

ANOVA

ANOVA Part 2: Dealing with Intersectional Groups

Fitting Models Is like Tetris

Supervised Machine Learning

Unsupervised Machine Learning

Intro to Big Data

Big Data Problems

Statistics in the Courts

Neural Networks

War

When Predictions Fail

When Predictions Succeed

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