Crash Course Statistics - Season 1 Episode 31 The Replication Crisis
Replication (re-running studies to confirm results) and reproducibility (the ability to repeat an analyses on data) have come under fire over the past few years. The foundation of science itself is built upon statistical analysis and yet there has been more and more evidence that suggests possibly even the majority of studies cannot be replicated. This "replication crisis" is likely being caused by a number of factors which we'll discuss as well as some of the proposed solutions to ensure that the results we're drawing from scientific studies are reliable.
Year: 2019
Genre:
Country: United States of America
Studio: YouTube
Director:
Cast: Adriene Hill
Crew:
First Air Date: Jan 24, 2018
Last Air date: Jan 09, 2019
Season: 1 Season
Episode: 44 Episode
Runtime: 13 minutes
IMDb: 2.00/10 by 1.00 users
Popularity: 2.971
Language: English
Season
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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