Reference: the data (Auto1-DS-TestData.csv) is also available here.
Objectives: to build a statistical model that best predicts the price of cars that's in the best interest of Auto1's business.
Workflow (main steps): the analysis was performed using the R version 3.5.0 (2018-04-23):
- Question 1 (10 Points)
- Question 2 (10 Points)
- Question 3 (20 Points): I. Data Handling; II. Exploratory Analysis; III. Fitting Models; IV. Model Comparison; V. Variable Importance; VI. Save Workspace.
- Question 4 (60 Points)
Used the following R packages:
Contains the following files:
- Auto1DSChallenge_TenzinNyima_27082018.R: complete R script.
- Auto1DSChallenge_TenzinNyima_27082018.Rmd: R markdown script.
- Auto1DSChallenge_TenzinNyima_27082018.html: an HTML report with answers to all four questions as well as the complete script.