Janelle88/esm206-f2019-lab-10

Lab 10 Materials (ESM 206, Fall 2019)

ESM 206 Fall 2019

Lab Week 10 Materials

Objectives

• Multiple linear regression example (building, assessing & using the model)
• Regression tables with stargazer
• Intro to spatial data with sf
• An animated map with gganimate

Required packages:

tidyverse janitor corrplot beepr praise stargazer sf gganimate transformr

Stargazer citation: Hlavac, Marek (2018). stargazer: Well-Formatted Regression and Summary Statistics Tables. R package version 5.2.2. https://CRAN.R-project.org/package=stargazer

Datasets:

• Dams in California from the National Inventory of Dams
• California state boundary spatial data from the California Open Data Portal