Andreas Hamann's personal website
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:  ,  |
|
2 |
ggplot2 graphics fundamentals and scatter plot customizations | Handout & Data: , |
3 |
Line, ribbon, bar, dot, and bubble plots. High ink-to-data ratio plots | Handout & Data: , |
Useful tools for course projects
by teaching assistants
|
No |
Seminar Section | Download |
|---|---|---|
5 |
Introduction to QGIS by Dante Acuna-Castellanos | Handout & Data: , Screenshots: |
|
6 |
InkScape by Jaime Sebastian Azcona | Handout & Data: , |
|
7 |
Introduction to ArcGIS by Charlene Nielsen | Handout & Data: , |
|
8 |
Adobe Illustrator how-to by David Roberts | Graphics Lab: , , Lecture:  |
9 |
Data management with tidyverse by Zihaohan Sang | Handout & Data:, |
Specialized statistical methods
by course participants