November 30, 2023

This Workgroup Meeting

1. Some general comments on Assignment report

1. Work on Assignment 1: Exploratory analysis

General comments for Assignment 1

based on practicals:


  • Annotate code

  • Write text to explain your steps

  • Explain variables clearly (in text)

  • Choose what to include
    > Use head(), warnings=FALSE, make tables

  • Style plots, tables, text

Assignment 1

You perform a multiple linear regression analysis in R and report this using R markdown. The assignment will be graded on the following four elements:


  • Context: Introduction of your research questions, description and potential processing of your data. (Week 1 & 2)
  • Exploratory data analysis: Inspection of potential interesting relations in the data. (Week 3)
  • Linear regression: Description of the building process, the model fit, and the model comparison procedure. (Week 4)
  • Assumptions: Testing of model assumptions, checking for outliers and influential cases. Act upon and reflect on violations when needed. (Week 5)
  • Interpretation: Substantive interpretation of the final model. Answers to your research questions. (Week 5)
  • Layout: Structure of the document, output is efficiently presented, custom functions are developed when needed. Graphs are used where fitting. (Week 3)

Assignment 1 - So far

You perform a multiple linear regression analysis in R and report this using R markdown. The assignment will be graded on the following four elements:


Context: Introduction of your research questions, description and potential processing of your data. (Week 1 & 2)

<< Exploratory data analysis: Inspection of potential interesting relations in the data. (Week 3) >>

<< Layout: Structure of the document, output is efficiently presented, custom functions are developed when needed. Graphs are used where fitting. (Week 3) <<

Remainder of Meeting



Work on exploratory data analysis.


For next meeting: prepare yourself so you can do the linear regression steps in the meeting next week.