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nicholasjclark authored Nov 27, 2024
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Expand Up @@ -102,11 +102,6 @@ But issues can sometimes occur when:

If you run into any of these issues, it is best to consult with your IT department for support.

## `mvgam` cheatsheet

[![`mvgam` usage
cheatsheet](https://github.com/nicholasjclark/mvgam/raw/master/misc/mvgam_cheatsheet.png)](https://github.com/nicholasjclark/mvgam/raw/master/misc/mvgam_cheatsheet.pdf)

## WORKSHOP MATERIALS
[Live questions and code sharing](https://docs.google.com/document/d/1xd3icf1wxGxO3SVt2AmKO8CkeKv1QpsxgqK7rR15U08/edit?usp=sharing)
<br>
Expand All @@ -115,3 +110,34 @@ cheatsheet](https://github.com/nicholasjclark/mvgam/raw/master/misc/mvgam_cheats
[Live code example 1](https://github.com/nicholasjclark/ESA_2024_timeseries/blob/main/live_code_examples/casestudy1_kestrel.R)
<br>
[Live code example 1](https://github.com/nicholasjclark/ESA_2024_timeseries/blob/main/live_code_examples/casestudy2_aphids.R)

## OTHER `mvgam` RESOURCES

A series of <a href="https://nicholasjclark.github.io/mvgam/"
target="_blank">vignettes cover data formatting, forecasting and several
extended case studies of DGAMs</a>. A number of other examples have also
been compiled:

- <a href="https://www.youtube.com/watch?v=0zZopLlomsQ"
target="_blank">Ecological Forecasting with Dynamic Generalized Additive
Models</a>
- <a href="https://ecogambler.netlify.app/blog/distributed-lags-mgcv/"
target="_blank">Distributed lags (and hierarchical distributed lags)
using <code>mgcv</code> and <code>mvgam</code></a>
- <a href="https://ecogambler.netlify.app/blog/vector-autoregressions/"
target="_blank">State-Space Vector Autoregressions in
<code>mvgam</code></a>
- <a href="https://www.youtube.com/watch?v=RwllLjgPUmM"
target="_blank">Ecological Forecasting with Dynamic GAMs; a tutorial and
detailed case study</a>
- <a href="https://ecogambler.netlify.app/blog/interpreting-gams/"
target="_blank">How to interpret and report nonlinear effects from
Generalized Additive Models</a>
- <a href="https://ecogambler.netlify.app/blog/phylogenetic-smooths-mgcv/"
target="_blank">Phylogenetic smoothing using <code>mgcv</code></a>
- <a href="https://ecogambler.netlify.app/blog/time-varying-seasonality/"
target="_blank">Incorporating time-varying seasonality in forecast
models</a>

[![`mvgam` usage
cheatsheet](https://github.com/nicholasjclark/mvgam/raw/master/misc/mvgam_cheatsheet.png)](https://github.com/nicholasjclark/mvgam/raw/master/misc/mvgam_cheatsheet.pdf)

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