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Multiple Regression
Multiple Regression
  • Syllabus
  • Schedule
  • Readings
  • Assignments
  • Classes
  • Group Project
  • Blog
  • Resources
Reading details
  • Reading policy
Readings
  • 1: Intro
  • 2: Fitting Models
  • 3: Inference
  • 4: Model Inference
  • 5: SLR Review
  • 7: MLR Intro
  • 8: MLR Intro 2
  • 9: Parallel / Non-Parallel Slopes
  • 10: Multicollinearity & Nested F
  • 11: Leverage
  • 12: Bootstrap
  • 13: Article Review
  • 14: Data Visualization
  • 15: Transformations
  • 16: Odds & Probability
  • 17: Logistic Intro
  • 18: Logistic Inference
  • 19: Multiple Logistic 1
  • 20: Multiple Logistic 2
  • 21: Logistic Visualization
  • 22: Comparing Models 2
  • 23: Logistic Review

Article Review

Read before class on Monday, March 9, 2020

Required

  • Calzo, J. P., Mays, V. M., Björkenstam, C., Björkenstam, E., Kosidou, K., & Cochran, S. D. (2019). Parental sexual orientation and children’s psychological well‐being: 2013–2015 National Health Interview Survey. Child development, 90(4), 1097-1108.

  • Article Review (and raw .rmd template)

Recommended

  • None

Last updated on March 9, 2020

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SDS 291: Multiple Regression (Spring 2020)
Smith College    Program on Statistical & Data Sciences

Dr. Benjamin Capistrant    bcapistrant@smith.edu

Monday & Wednesday    TBD
Zoom

All content licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Content 2020 Ben Capistrant

A tremendous thanks to Andrew Heiss whose course sites served as the basis for the format and structure of this site. They employ the Academic theme in blogdown and built with Hugo.

View the source at GitHub.

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