5:00
Maximum likelihood estimation - example
Equitable Equations
9:34
What are order statistics?
5:51
The Sign Test
9:02
The Wilcoxon Signed Rank Test
9:40
Your First RStudio Session
4:32
Nonparametric hypothesis testing in R
4:25
Hypothesis testing using critical regions
9:24
A simple introduction to statistical power
10:09
Statistical Power
5:36
Statistical power and sample size
7:00
Statistical Power: Binomial Example
5:58
Introduction to Best Critical Regions
5:50
Uniformly Best Critical Regions
7:29
Identifying Best Critical Regions
6:10
Understanding the chi-squared distribution
7:30
Chi-Squared Calculations in R
6:08
Goodness-of-Fit Testing
5:17
Chi-Squared Goodness-of-Fit Testing in R
3:35
Hypothesis Testing Using the Chi-Square Distribution: Example
2:26
Goodness of Fit Testing: Example
9:20
Goodness of fit testing with R: example
3:50
Goodness of Fit Testing with Unknown Parameters
5:12
Using a Goodness of Fit Test to Determine Normality
5:33
The Chi Square Test for Independence
2:58
The Chi Square Test for Homogeneity
3:10
Testing for Homogeneity: Continuous Variables
4:05
Hypothesis Testing for Variance
5:24
Comparing variances with the F statistic
14:32
One-Way Analysis of Variance (ANOVA)
7:55
ANOVA in R: a complete example
5:29
Introducing qq-plots
8:04
Generating qq-plots in R
12:07
Two Sample t-Tests in R
13:31
Correlation testing in R
13:12
Multiple linear regression in R
Prediction intervals for linear models in R
10:32
Linear modeling in R using categorical variables - parallel slopes models
9:48
Multiple linear regression with interaction in R
9:26
Multiple regression in R: example
22:42
Regression analysis in R: backward selection
11:38
Chi-squared testing for homogeneity in R
7:20
Odds and odds ratios
4:27
The logit transformation
7:48
Logistic regression
12:06
Logistic regression in R
17:46
Deviance in logistic regression models
20:47
Logistic regression with R: example
