mlr2 : Multiple Linear Regression

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Name
mlr2
Title
Multiple Linear Regression
Verified
No
Author
Nicholas Reich and Jeff Goldsmith
Uploaded By
nick
Date Created
2014-06-02
Last Modified
2014-07-02
Download Count
146
View Count
2157
Current Version
v0.6
File Size
2.5 MB
Description
This module was adapted from the Statistical Modeling and Data Visualization course at UMass-Amherst. This module provides materials for five classes on multiple linear regression targeted for upper-level undergraduate or entry-level graduate students. Topics covered: resampling and bootstrap inference in a regression context, regression diagnostics, model selection, and variable interactions. There are two quizzes included in this module, one lab exercise (on permutation tests), and a few files with code that students are encouraged to use and build off of.



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Version v0.5