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Welcome to DSCI 562: Regression II

Lectures

Lecture Learning Objectives
Lecture 1 - Generalized Linear Models: Link Functions and Count Regression
Lecture 2 - Generalized Linear Models: Model Selection and Multinomial Logistic Regression
Lecture 3 - Generalized Linear Models: Ordinal Logistic Regression
Lecture 4 - Linear Mixed-Effects Models
Lecture 5 - Survival Analysis
Lecture 6 - Local Regression
Lecture 7 - Quantile Regression
Lecture 8 - Missing Data

Appendices

Binary Logistic Regression
Regression Cheatsheet
Regression Mind Map
Distribution Cheatsheet
Greek Alphabet

License and Code of Conduct

License
Code of Conduct

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By G. Alexi Rodríguez-Arelis, Rodolfo Lourenzutti, and Vincenzo Coia

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