ViewTube

These videos give you a general overview of statistics as well as a be a reference for statistical concepts.

StatQuest with Josh Starmer

3:42

StatQuest: Histograms, Clearly Explained

StatQuest with Josh Starmer

5:15

The Main Ideas behind Probability Distributions

StatQuest with Josh Starmer

5:13

The Normal Distribution, Clearly Explained!!!

StatQuest with Josh Starmer

0:13

The mean, the median, and the mode.

StatQuest with Josh Starmer

0:16

The Exponential Distribution

StatQuest with Josh Starmer

14:31

Population and Estimated Parameters, Clearly Explained!!!

StatQuest with Josh Starmer

14:22

Calculating the Mean, Variance and Standard Deviation, Clearly Explained!!!

StatQuest with Josh Starmer

3:45

What is a (mathematical) model?

StatQuest with Josh Starmer

3:49

Sampling from a Distribution, Clearly Explained!!!

StatQuest with Josh Starmer

14:41

Hypothesis Testing and The Null Hypothesis, Clearly Explained!!!

StatQuest with Josh Starmer

9:50

Alternative Hypotheses: Main Ideas!!!

StatQuest with Josh Starmer

11:21

p-values: What they are and how to interpret them

StatQuest with Josh Starmer

25:15

How to calculate p-values

StatQuest with Josh Starmer

13:45

p-hacking: What it is and how to avoid it!

StatQuest with Josh Starmer

18:27

False Discovery Rates, FDR, clearly explained

StatQuest with Josh Starmer

8:19

Statistical Power, Clearly Explained!!!

StatQuest with Josh Starmer

16:45

Power Analysis, Clearly Explained!!!

StatQuest with Josh Starmer

22:23

Covariance, Clearly Explained!!!

StatQuest with Josh Starmer

19:13

Pearson's Correlation, Clearly Explained!!!

StatQuest with Josh Starmer

10:56

Conditional Probabilities, Clearly Explained!!!

StatQuest with Josh Starmer

14:00

Bayes' Theorem, Clearly Explained!!!!

StatQuest with Josh Starmer

13:39

Expected Values, Main Ideas!!!

StatQuest with Josh Starmer

19:44

Expected Values for Continuous Variables!!!

StatQuest with Josh Starmer

15:47

The Binomial Distribution and Test, Clearly Explained!!!

StatQuest with Josh Starmer

7:35

The Central Limit Theorem, Clearly Explained!!!

StatQuest with Josh Starmer

5:27

The Difference Between Technical and Biological Replicates

StatQuest with Josh Starmer

6:33

Sample Size and Effective Sample Size, Clearly Explained!!!

StatQuest with Josh Starmer

2:52

Standard Deviation vs Standard Error, Clearly Explained!!!

StatQuest with Josh Starmer

11:44

The standard error, Clearly Explained!!!

StatQuest with Josh Starmer

9:27

Bootstrapping Main Ideas!!!

StatQuest with Josh Starmer

8:08

Using Bootstrapping to Calculate p-values!!!

StatQuest with Josh Starmer

1:45

Bar Charts Are Better than Pie Charts

StatQuest with Josh Starmer

2:33

Boxplots are Awesome!!!

StatQuest with Josh Starmer

15:37

Logs (logarithms), Clearly Explained!!!

StatQuest with Josh Starmer

6:42

Confidence Intervals, Clearly Explained!!!

StatQuest with Josh Starmer

11:01

R-squared, Clearly Explained!!!

StatQuest with Josh Starmer

9:22

The Main Ideas of Fitting a Line to Data (The Main Ideas of Least Squares and Linear Regression.)

StatQuest with Josh Starmer

10:10

Lowess and Loess, Clearly Explained!!!

StatQuest with Josh Starmer

27:27

Linear Regression, Clearly Explained!!!

StatQuest with Josh Starmer

5:01

Linear Regression in R, Step-by-Step

StatQuest with Josh Starmer

5:25

Multiple Regression, Clearly Explained!!!

StatQuest with Josh Starmer

7:43

Multiple Regression in R, Step-by-Step!!!

StatQuest with Josh Starmer

11:38

Using Linear Models for t-tests and ANOVA, Clearly Explained!!!

StatQuest with Josh Starmer

14:40

StatQuest: Linear Models Pt.3 - Design Matrices (old version)

StatQuest with Josh Starmer

2:49

Bam!!! Clearly Explained!!!

StatQuest with Josh Starmer

6:40

StatQuickie: Thresholds for Significance

StatQuest with Josh Starmer

5:10

StatQuickie: Which t test to use

StatQuest with Josh Starmer

7:06

StatQuest: One or Two Tailed P-Values

StatQuest with Josh Starmer

6:30

Quantiles and Percentiles, Clearly Explained!!!

StatQuest with Josh Starmer

6:56

Quantile-Quantile Plots (QQ plots), Clearly Explained!!!

StatQuest with Josh Starmer

4:52

Quantile Normalization, Clearly Explained!!!

StatQuest with Josh Starmer

5:01

Probability is not Likelihood. Find out why!!!

StatQuest with Josh Starmer

6:12

Maximum Likelihood, clearly explained!!!

StatQuest with Josh Starmer

9:39

Maximum Likelihood for the Exponential Distribution, Clearly Explained!!!

StatQuest with Josh Starmer

11:24

Maximum Likelihood for the Binomial Distribution, Clearly Explained!!!

StatQuest with Josh Starmer

19:50

Maximum Likelihood For the Normal Distribution, step-by-step!!!

StatQuest with Josh Starmer

11:31

Odds and Log(Odds), Clearly Explained!!!

StatQuest with Josh Starmer

16:20

Odds Ratios and Log(Odds Ratios), Clearly Explained!!!

StatQuest with Josh Starmer

6:28

Frank Starmer Clearly Explained (How my pop influenced StatQuest!!!)

StatQuest with Josh Starmer

17:15

Why Dividing By N Underestimates the Variance