The Essence of Regression
Robert Miller is an Associate Professor at The Chicago School of Professional Psychology, Los Angeles Campus, in the Industrial-Organizational/Business Psychology Department, where he teaches statistics and research methods.
Dr. Miller works with graduate students at the master's and doctoral levels.
The Essence of Regression represents Dr. Miller's quest to make regression accessible to students of statistics by cutting through technical details and speaking to the essentials of what regression is and what regression does. Essentially, how regression helps improve our understanding of particular phenomena and the world around us. Enjoy!
KEEPING IT 100 about Regression_Virtual Board Classroom Presentation
Model Fit: The Fit of the Model with the Data_Virtual Board Classroom Presentation of Regression
1. Virtual Board Classroom Presentation of Regression: Introduction to Basic Regression Concepts
Significance Tests: Testing Unstandardized Regression Coefficients for Predictors (Playlist 7)
Happy to be Back! (Playlist 0)
Independence of Errors (Playlist 1)
Three Core Values of Regression: Essential Variables for Understanding Model Fit (Playlist 5)
A Path Analysis Look at Moderation and Mediation (Playlist 6)
Playlist 2 Trailer: Moderation/Mediation (7 Things in Common)
Fit of the Model Playlist - Congrats!! (Playlist 5)
Fit of the Model Playlist - Welcome! (Playlist 5)
Normally Distributed Residuals (Playlist 1)
The Fit of the Model with the Data: The Fit (3 of 3) Playlist 5
The Fit of the Model with the Data: The Model (2 of 3) Playlist 5
The Fit of the Model with the Data: The Data (1 of 3) Playlist 5
Director's Cut: Regression Equation (Moderation) Playlist 6
Introduction to Director's Cut: Moderation and Mediation (Inquiries into Complexity) Playlist 6
Director's Cut: Three-way Interactions (More on Moderation) Playlist 6
Director's Cut: Moderation and Mediation (Inquiries into Complexity) Playlist 6
Mediation (Indirect Effects) Playlist 2
Moderation (Interaction Effects) Playlist 2
Regression Equation 3 of 3 (Playlist 4)
Regression Equation 2 of 3 (Playlist 4)
Regression Equation 1 of 3 (Playlist 4)
Unstandardized Regression Coefficients Part 3 (Playlist 3)
Unstandardized Regression Coefficients Part 2 (Playlist 3)
Unstandardized Regression Coefficients Part 1 (Playlist 3)
Multicollinearity (Playlist 1)
Testing the Homoscedasticity and Linearity Assumptions (Playlist 1)
Linearity Assumption (Playlist 1)