Applied statistics (ESB: Energy)

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Linear regression and correlation

Literature

[WMMY] Chapter 11.1, 11.2, 11.3, 11.4, 11.5, 11.7, 11.10, 11.11, 11.12.

Video lecture

This lecture is a video lecture. You find the videos and quizzes in Moodle. After watching videos and answering quizzes you should solve the exercises below. The videos cover the same material as the slides/notes below (from a previous year), so they can be used as supplementary material.

Lecture material

This lecture as: slideshow (html), Rmarkdown (Rmd), notes (pdf).

The entire module: notes (pdf).

Exercises

  1. Solve Exercise 11.1 (a) and (b), 11.15, and 11.44 (a) using the Rmarkdown file Exercise_11-1_11-15_11-44.Rmd. Also, find and interpret R-squared.

  2. Solve Exercise 11.3 and 11.19 (c) using the Rmarkdown file Exercise_11-3_11-19.Rmd.

  3. Finish old exercises.