The Pooled-Variance t Test as a Regression @jbstatistics
The Pooled-Variance t Test as a Regression  @jbstatistics
Uploaded December 2012 | Updated September 2026, 1 hour ago
A look at the relationship between the pooled-variance t test and simple linear regression. I illustrate how the pooled-variance t test can be done as a regression, by declaring an appropriate indicator variable. I assume that the viewer has already been introduced to the pooled-variance t test and simple linear regression.

The Cairo traffic police officer data is simulated data with the same summary statistics as found in:

Kamal, A., Eldamaty, S., and Faris, R. (1991). Blood level of Cairo traffic policemen. Science of the Total Environment, 105:165--170.
The Pooled-Variance t Test as a RegressionSimple Linear Regression:  TransformationsWhat is a p-value?Chi-square tests for count data: Finding the p-valueSimple Linear Regression: Interpreting Model ParametersDiscrete Probability Distributions: Examples (Binomial,Poisson,Hypergeometric)(fast version)Sampling Distributions: Deriving the Mean and Variance of the Sample MeanConfidence Intervals for One Mean: Interpreting the IntervalDiscrete Probability Distributions: Example Problems (Binomial, Poisson, Hypergeometric, Geometric)What Factors Affect the Power of a Z Test?Intro to Confidence Intervals for One Mean (Sigma Known)Introduction to Simple Linear Regression
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The Pooled-Variance t Test as a Regression

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