This repository contains short tutorials on data wrangling and modeling. I wrote some of these tutorials to present in the K-State Plant Breeding and Genetics journal's coding sessions. In future, I intend to add more R and Python tutorials. My ultimate goal is to make the user familiar with analysis workflows related to plant breeding, genetics and high-throughput phenotyping area. Check out the output and data directories above for the tutorial files. Also, check this page regularly for upcoming tutorials.
(Updated: Jul, 2018) Relevant files can be found in the data, code, and output directories.
(Updated: Aug 8, 2019) This tutorial provides a step-by-step guide to analyze digital drone-based height measurements. These measurements have a temporal component that makes it a perfect use-case for non-linear regression modeling. Along the way, I also discuss some exploratory data analysis methods. An instruction manual is provided to get you started (refer to code/instructions-tutorial-summary-htp-log-regr.pdf). A markdown summary of the complete analysis can also be found in the same directory (filename tutorial-summary-htp-log-regr.pdf).