December 21, 2023

This Workgroup Meeting

1. Explanation Assignment 2

2. Start Assignment 2

Assignment 2

For this assignment, you perform a multiple logistic regression analysis in R and report this using R markdown.



  • Same groups as Assignment 1

  • 25% of final course grade

  • Deadline: Thursday 18th of January, 17:00

Assignment 2 - Grading

In grading this assignment, the following aspects will be considered:


  • Exploratory data analysis: Introduction of your research questions, description and potential processing of your data.
  • Logistic regression: Description of the model fit and model comparison procedure.
  • Assumptions: Testing of model assumptions, checking for outliers and influential cases. Act upon and/or reflect on violations when needed.
  • Interpretation: Substantive interpretation of the final model, including confusion matrix. Answer to your research question.
  • Layout: Structure of the document, output if efficiently presented, custom functions are developed when needed. Graphs are presented where suitable.

Assignment 2 - This Meeting

Start on introduction, adjust research questions

  • Large parts from Assignment 1 can be reused
  • However, be critical on what to reuse and what not!


Start building a logistic model

  • Same steps as for linear regression
  • New model comparison measures

For Next Meeting

Enjoy your break! See you in 3 weeks! :)

Holidays


Next meeting will continue with Assignment 2. Keep working on this assignment after the break!