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r_workshop8 [2019/02/05 10:49] mariehbrice [Workshop 8: Generalized additive models] |
r_workshop8 [2019/08/08 17:58] (current) mariehbrice [Workshop 8: Generalized additive models] |
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| **Summary:** The goal of today's workshop will be to first examine what we mean by a non-linear model, and how GAMs (Generalized Additive Models) allow us to handle non-linear relationships. We will also go over how to plot and interpret these non-linear relationships, how to include interaction terms, autocorrelated errors and expand on previous workshop by briefly examining a mixed modelling framework. Lastly, we will briefly touch upon what GAMs are doing behind the scenes. | **Summary:** The goal of today's workshop will be to first examine what we mean by a non-linear model, and how GAMs (Generalized Additive Models) allow us to handle non-linear relationships. We will also go over how to plot and interpret these non-linear relationships, how to include interaction terms, autocorrelated errors and expand on previous workshop by briefly examining a mixed modelling framework. Lastly, we will briefly touch upon what GAMs are doing behind the scenes. | ||
| - | **Link to new [[https://qcbsrworkshops.github.io/Workshops/workshop08/workshop08-en/workshop08-en.html|Rmarkdown presentation]]** | + | **Link to new [[https://qcbsrworkshops.github.io/workshop08/workshop08-en/workshop08-en.html|Rmarkdown presentation]]** |
| Link to old [[https://prezi.com/ktlh8t8-03yt/|Prezi presentation]] | Link to old [[https://prezi.com/ktlh8t8-03yt/|Prezi presentation]] | ||
