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Published 20 hours ago • verified publisher icon Pakillo

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Open Pakillo opened this issue 8 years ago • 23 comments

  • https://github.com/seananderson/glmm-course

Pakillo avatar Apr 17 '17 11:04 Pakillo

Interactive Visualising mixed effect models (random intercepts, slopes) http://mfviz.com/hierarchical-models/

Pakillo avatar Oct 31 '17 12:10 Pakillo

  • Great tutorial on mixed models by M. Clark: https://m-clark.github.io/mixed-models-with-R/

  • Good interactive d3 tutorial on binary predictive models: http://mfviz.com/binary-predictions/

Pakillo avatar Feb 12 '19 17:02 Pakillo

How changing point values changes estimated model: https://github.com/Timag/DraggableRegressionPoints

Pakillo avatar Oct 04 '19 09:10 Pakillo

Elementary Statistical Modeling forApplied Biostatistics

https://www.middleprofessor.com/files/applied-biostatistics_bookdown/_book/Walker-elementary-statistical-modeling-draft.pdf https://www.middleprofessor.com/files/applied-biostatistics_bookdown/_book/index.html

Pakillo avatar Dec 05 '19 13:12 Pakillo

Great advice for teaching statistics: https://github.com/mine-cetinkaya-rundel/preparing-to-teach

Pakillo avatar May 22 '20 14:05 Pakillo

O. Gimenez Master course https://github.com/oliviergimenez/statistics-for-ecologists-Master-courses

Pakillo avatar Nov 13 '20 17:11 Pakillo

Carsten Dormann's book: Environmental Data Analysis https://www.springer.com/gp/book/9783030550196

Pakillo avatar Jan 11 '21 11:01 Pakillo

Nice book (with R companion) from R. Poldrack https://statsthinking21.org/

Pakillo avatar Jan 22 '21 11:01 Pakillo

Fantastic book covering GLM & GLMM: https://bookdown.org/roback/bookdown-BeyondMLR/

Pakillo avatar Jan 22 '21 11:01 Pakillo

Another book: https://bookdown.org/egarpor/PM-UC3M/

Pakillo avatar Mar 03 '21 10:03 Pakillo

Intro to Modern Statistics book https://github.com/OpenIntroStat/ims

Pakillo avatar Mar 10 '21 22:03 Pakillo

These workshops are very good: https://github.com/QCBSRworkshops/workshop04 https://github.com/QCBSRworkshops/workshop06 https://github.com/QCBSRworkshops/workshop07

Pakillo avatar Mar 26 '21 15:03 Pakillo

OpenIntro stats: https://www.openintro.org/

Pakillo avatar Apr 09 '21 14:04 Pakillo

shiny apps: https://github.com/EducationShinyAppTeam/BOAST https://github.com/gastonstat/shiny-introstats https://github.com/rsquaredacademy/xplorerr https://github.com/jodeleeuw/shiny-stats

Pakillo avatar Jul 08 '21 11:07 Pakillo

https://github.com/squid-group/squid

Pakillo avatar Apr 12 '22 13:04 Pakillo

David Warton's book: https://link.springer.com/book/10.1007/978-3-030-88443-7

Pakillo avatar Aug 17 '22 08:08 Pakillo

A guide to modeling outcomes that have lots of zeros with Bayesian hurdle lognormal and hurdle Gaussian regression models https://www.andrewheiss.com/blog/2022/05/09/hurdle-lognormal-gaussian-brms/

Pakillo avatar Sep 05 '22 12:09 Pakillo

A guide to figuring out what the heck marginal effects, marginal slopes, average marginal effects, marginal effects at the mean, and all these other marginal things are https://www.andrewheiss.com/blog/2022/05/20/marginalia/

Pakillo avatar Sep 05 '22 12:09 Pakillo

Interactive tutorials https://mlu-explain.github.io/

Pakillo avatar May 31 '23 10:05 Pakillo

Great GLM explanations here https://argoshare.is.ed.ac.uk/healthyr_book/

Pakillo avatar May 31 '23 10:05 Pakillo

Bert van der Veen's GLM workshop https://github.com/R-tutorials/GLM-workshop

Pakillo avatar May 07 '24 15:05 Pakillo

Models demystified book (Michael Clark): https://m-clark.github.io/book-of-models/

Pakillo avatar May 07 '24 15:05 Pakillo