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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 Please update your bookmarks accordingly to avoid outdated material and/or broken links.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: |