Residuals and Diagnostics part II

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Skills You'll Learn

Model Selection, Generalized Linear Model, Linear Regression, Regression Analysis

Reviews

4.4 (3,339 ratings)

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IY

Feb 13, 2018

I learned a lot through this course! It's not easy, and there's a lot of technical details that required me to watch the videos 2-3 times through to have a proper grasp, but super helpful stuff!

AC

Aug 10, 2017

Regression analysis is something that is kind of easy for people to understand (outcome and predictor - people get that!). It's easy to explain to people. So much practice using the lm function!

From the lesson

Week 3: Multivariable Regression, Residuals, & Diagnostics

This week, we'll build on last week's introduction to multivariable regression with some examples and then cover residuals, diagnostics, variance inflation, and model comparison.

Taught By

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    Brian Caffo, PhD

    Professor, Biostatistics

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    Roger D. Peng, PhD

    Professor of Statistics and Data Sciences

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    Jeff Leek, PhD

    Chief Data Officer, Vice President, and J Orin Edson Foundation Chair of Biostatistics in Public Health Sciences

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