August 5th, 2017
Some other topics we can touch on. Ask as about:
In the project folder you will find a series of .Rmd
files with additional
excercises:
example-spatial-mexdolphins.Rmd
: An extended version of this morning's
dolphin excercise. Includes using quantile residuals, another checking tool,
which you'll find in the code_snippets/
folder.
example-spatio-temporal-data.Rmd
: Using tensor smooths to model and
separate interactions between smooths that may operate at different scales.
Also random effects.
example-linear-functional.Rmd
: For when your \( y \) outcome variable is
dependent on a nonlinear or weighted average of multiple \( x \) variables.
example-nonlinear-timeseries.Rmd
: Time series analysis with decomposition
into components. Cyclic (seasonal) smooths, temporal autocorrelation using
gamm()
example-bivariate-timeseries-and-ti.Rmd
: Extending time series analysis
to interaction between the components at different time scales
exampled-forest-health.Rmd
: Modeling ordered categorical outcomes, and
discrete spatial units with Markov random fields