Lecture-14: OLS Regression (Part 3)

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Topics

  • Inferential Statistics: Multivariate Regression Assumptions and Model Fit
  • Data Visualization: Plots for Model Fit
  • Data Analysis: Checking Regression Assumptions in R
  • Quantitative Research: Regression Tables with knitr

Readings

Required

  • OpenIntro: Chapter 8, pp. 382-401
  • Wheelan: Chapter 12

Assignments

Due Before Class

  • From Prior Lecture:
    • Lab 12 - Multivariate Regression in R
    • Problem Set 07 - Multivariate Regression in R
  • For This Lecture: Lecture Prep 13 - Regression Tables with knitr

Due Before Next Class

  • For This Lecture:
    • Lab 13 - Checking Regression Assumptions
    • Problem Set 08 - Checking Regression Assumptions
  • For Next Lecture: Lecture Prep 14 - Details with ggplot2