Open Access  ·  Environmental Science  ·  R
Environmental Data Analysis
Course books from my graduate classes at Western Washington University. Both are open, written in R, and free to read. Please cite.
ESCI 504  ·  Course Book
Time Series Analysis
for Environmental Data
How to work with data that remember their past. Trend and decomposition, autocorrelation, ARMA models, regression with correlated errors, forecasting, and the frequency domain, all worked through environmental examples in R.
Foundations The Anatomy of Dependence Explore, Infer, Predict The Frequency Domain
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ESCI 505  ·  Course Book
Spatial Analysis
for Environmental Data
How to work with data that remember where they came from. Point patterns, spatial autocorrelation, interpolation and geostatistics, and regression with spatial data, built on the modern R spatial stack.
Foundations Point Patterns & Autocorrelation Interpolation & Geostatistics Regression
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About Me
Andy Bunn
I'm an environmental scientist interested in climate and energy, and a professor in the Department of Environmental Sciences at Western Washington University. My research centers on paleoclimate and carbon cycling, including dendroclimatology of ancient bristlecone pine. I develop open-source tools for tree-ring analysis, including the dplR package and the openDendro project.
WWU Profile Email
Andy Bunn  ·  Western Washington University