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This repo contains all the R scripts for the simulations and figures in the semester project "Aggregation as a Simple Alternative to Mixed Models" written by Linus Kühne under the supervision of Dr. Markus Kalisch
This project uses R studio to explore the three sample datasets to determine the correlation of various parameters in the datasets with statistical tests using r-packages (nlme, multcomp, lmerTest, foreign, tidyverse, plyr).
Visualization of world-class repeated measures microbiome data from the lungs of children with Cystic Fibrosis, with wide-ranging applications to other longitudinal microbiome data.