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Simple Regression
Simple Regression
Okay- it might not be really that "simple" but simple regression just indicated that you have one predictor in the equation and you are looking to predict one outcome. It is sort of just like a correlation, except you need to specify which variable is predicting which in a regression equation.
Okay- it might not be really that "simple" but simple regression just indicated that you have one predictor in the equation and you are looking to predict one outcome. It is sort of just like a correlation, except you need to specify which variable is predicting which in a regression equation.
Stat Trek- Teach yourself statistics
Stat Trek- Teach yourself statistics
CrashCourse: Regression (12:40)
CrashCourse: Regression (12:40)
365 Data Science: The linear regression model (5:07)
365 Data Science: The linear regression model (5:07)
StatQuest: Linear Models Pt.1 - Linear Regression (27:26)
StatQuest: Linear Models Pt.1 - Linear Regression (27:26)
StatQuest: StatQuest: R-squared explained (11:00)
StatQuest: StatQuest: R-squared explained (11:00)
Multiple Regression
Multiple Regression
Just like simple regression but instead of having one variable predicting one outcome, you have more than on variable predicting on outcome. Things get a lot more interesting when the predictors in your equation are correlated with one another.
Just like simple regression but instead of having one variable predicting one outcome, you have more than on variable predicting on outcome. Things get a lot more interesting when the predictors in your equation are correlated with one another.
Stat Trek- Teach yourself statistics
Stat Trek- Teach yourself statistics
Online Statistics Education (Lane)
Online Statistics Education (Lane)
StatQuest: Linear Models Pt.1.5 - Multiple Regression (5:24)
StatQuest: Linear Models Pt.1.5 - Multiple Regression (5:24)
Hendix: Multiple Regression Building Models and VIF (12:27)
Hendix: Multiple Regression Building Models and VIF (12:27)
Math Guy Zero: partial and semi-partial correlations explanation (4:22)
Math Guy Zero: partial and semi-partial correlations explanation (4:22)
Variable Selection
Variable Selection
Marin: Don't Just Include All X Variables In a Model (1:17)
Marin: Don't Just Include All X Variables In a Model (1:17)
More Regression Information
More Regression Information
- This book provides a great introduction to regression (simple and multiple) and shows how conduct these analyses and interpret these analyses in a number of software packages
- A great full set of videos showing you the details of regression starting with the basics and building to more advanced models.
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