Overview  |  RenR 480  |  RenR 690  |  RenR 603  |  Pl Sc 221  |  How-tos  |  Various

How-tos & optional labs for RENR 480, 580 and 690


Collection Information: On this page you can find additional labs that have been contributed by members of my lab, teaching assistants, and students that participated in the courses RENR 480, 580 and 690. Some labs may be useful for your course projects, some may be of interest to those who want to dig a little deeper into R programming, and some represent specialized analysis solutions that are not of broad interest, but that some of you may be looking for.

Advanced R graphics with ggplot2


with contributions from Zihaohan Sang


No
Seminar Section Download
1
Introduction to ggplot2 and exploratory graphics: box plots, histograms and scatter plots Handout & Data: pdf, pdf
2
ggplot2 graphics fundamentals and scatter plot customizations Handout & Data: pdf, pdf
3
Line, ribbon, bar, dot, and bubble plots. High ink-to-data ratio plots Handout & Data: pdf, pdf



Useful tools for course projects


by teaching assistants


No
Seminar Section Download
5
Introduction to QGIS by Dante Acuna-Castellanos Handout & Data: pdf, pdf
Screenshots: pdf
6
InkScape by Jaime Sebastian Azcona Handout & Data: pdf, pdf
7
Introduction to ArcGIS by Charlene Nielsen Handout & Data: pdf, pdf
8
Adobe Illustrator how-to by David Roberts Graphics Lab: pdf, pdf, pdf
Lecture: pdf
9
Data management with tidyverse by Zihaohan Sang Handout & Data:pdf, pdf



Specialized statistical methods


by course participants


No
Seminar Section Download
10
Heat maps by KC Upama Handout & Data: pdf, pdf
11
Clustering by partition around medoids (PAM) by Vinicius Goncalves Handout & Data: pdf, pdf, pdf
12
dbRDA by Eden McPeak & Jessica Hudson Handout & Data: pdf, pdf, pdf
13
Path analysis by Jessica Grenke & Melanie de Kapelle Handout & Data: pdf, pdf
14
Indicator species analysis by Lori Schroeder Handout & Data: pdf