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r_workshop8 [2016/10/21 10:49]
vincent_fugere [QCBS R Workshops]
r_workshop8 [2021/10/13 16:05] (current)
lsherin
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 +<WRAP group>
 +<WRAP centeralign>​
 +<WRAP important>​
 +<wrap em> __MAJOR UPDATE__ </​wrap> ​
 +
 +<wrap em> As of Fall 2021, this wiki has been discontinued and is no longer being actively developed. </​wrap> ​
 +
 +<wrap em> All updated materials and announcements for the QCBS R Workshop Series are now housed on the [[https://​r.qcbs.ca/​workshops/​r-workshop-08/​|QCBS R Workshop website]]. Please update your bookmarks accordingly to avoid outdated material and/or broken links. </​wrap>​
 +
 +<wrap em> Thank you for your understanding,​ </​wrap>​
 +
 +<wrap em> Your QCBS R Workshop Coordinators. </​wrap>​
 +
 +</​WRAP>​
 +</​WRAP>​
 +<WRAP clear></​WRAP>​
 +
 ======= QCBS R Workshops ======= ======= QCBS R Workshops =======
  
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 //The content of this workshop has been peer-reviewed by several QCBS members. If you would like to suggest modifications,​ please contact the current series coordinators,​ listed on the main wiki page// //The content of this workshop has been peer-reviewed by several QCBS members. If you would like to suggest modifications,​ please contact the current series coordinators,​ listed on the main wiki page//
 +
 +<wrap em>​IMPORTANT NOTICE: MAJOR UPDATES</​wrap>​
 +
 +**March 2021 update:** This wiki has been discontinued and is no longer being actively developed or updated. Updated materials for the QCBS R Workshop Series are now housed on the QCBS R Workshop [[https://​github.com/​QCBSRworkshops/​workshop08|GitHub page]]. ​
 +
 +Available materials include;
 +  - The [[https://​qcbsrworkshops.github.io/​workshop08/​pres-en/​workshop08-pres-en.html|Rmarkdown presentation]] for this workshop;
 +  - An [[https://​qcbsrworkshops.github.io/​workshop08/​book-en/​workshop08-script-en.R|R script]] that follows the presentation - //*under construction*//;​
 +  - [[https://​qcbsrworkshops.github.io/​workshop08/​book-en/​index.html|Written materials]] that accompany the presentation in bookdown format - //*under construction*//​.
 +
 ====== Workshop 8: Generalized additive models ====== ====== 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 associated Prezi: [[https://​prezi.com/​ktlh8t8-03yt/​|Prezi]]+**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]]
  
 Download the R script and data for this lesson: ​ Download the R script and data for this lesson: ​