Applied Statistical Methods - Solution 5

Author

Peter von Rohr

Published

March 25, 2024

Problem 1: Linear Regression on Genomic Information

Use the genomic dataset given at https://charlotte-ngs.github.io/asmasss2024/data/asm_flem_genomic_data.csv to fit a linear regression model of the given observation on the two genomic locations. Assume that both loci have a purely linear effect on the observation.

Tasks

Read the data from https://charlotte-ngs.github.io/asmasss2024/data/asm_flem_genomic_data.csv

Count number of favorable alleles \(G_1\) and \(H_1\)

Fit regression of observation on count of favorable alleles