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Regression Topic 4 (Edited Live Lecture)

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  • Not all lecture slides are covered in the video, we kept only the best parts but left the original slides as extra examples and so that the slide numbers would match the live recorded videos.

SAS CODE (SAS OUTPUT)

  • Not all examples are provided in this SAS code, particularly the results which are displayed from other software package.

Due to the length of this lecture, the video is split into 9 parts related to the sub-topics of this lecture. (Total Length = 42:32)

Videos captions are being edited, once done, transcripts will be available here.

Video – Part 1 (4:50)

  • Review of Interpretations (one quantitative predictor, one binary predictor, one multi-level categorical predictor, and multiple predictor models)
  • Slides 1-8

Video – Part 2 (5:56)

  • Introduction to Interactions
  • Slides 9-13

Video – Part 3 (2:45)

  • What do the coefficients mean in theory
  • Slide 14

Video – Part 4 (6:07)

  • Example using Hormone Therapy (Yes/No) and Statins (Yes/No)
  • Slides 15-19

Video – Part 5 (4:53)

  • Example using Hormone Therapy (Yes/No) and Statins (Yes/No)
  • Slides 20-24

Video – Part 6 (4:51)

  • Example using Centered BMI (CBMI) and Statins (Yes/No)
  • Slides 25-29

Video – Part 7 (5:32)

  • More about interactions
  • Slides 30-40 (some skipped)

Video – Part 8 (3:52)

  • Framingham example – Two Binary Predictors
  • Slides 56-62

Video – Part 9 (3:46)

  • Framingham example – One Binary and One MULTILEVEL
  • Slides 63-70

This document is linked from PHC 6053


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