R and different Topics

Well, this page is a little bit messy sorry for that but I hope you find some interesting stuff. Up to now I have not tested all the stuff but want do collect it and try it later. With this page is more or less for myself but maybe you find some stuff as well. If I looked into the stuff i will try to write a short comment on it.

Interesting stuff to read

Ecological Models and Data in R by Benjamin M. Bolker

R for Ecologists

Data Manipulation with R Book

AIMS-R-users

R, Spatial Packages and stuff and Maps

https://data.cdrc.ac.uk/tutorial/an-introduction-to-spatial-data-analysis-and-visualisation-in-r

Spatial Cheatsheet by Barry Rowlingson

Using R as GIS

OpenStreetMap and R

https://journal.r-project.org/archive/2013-1/eugster-schlesinger.pdf

https://github.com/gimoya/theBioBucket-Archives/blob/master/R/TESTosmar.R

https://rpubs.com/RobinLovelace/12696

Time Local Convex Hull

 

https://cran.r-project.org/web/packages/sf/vignettes/sf1.html

reproducible home range analysis with R – rhr

https://github.com/hrbrmstr/ggalt

Interesting and outside the Box

https://www.r-bloggers.com/text-mining-in-r-a-tidy-approach/

https://www.r-bloggers.com/how-to-write-pelican-blog-posts-using-rmarkdown-knitr/

https://www.r-bloggers.com/how-to-set-up-your-own-r-blog-with-github-pages-and-jekyll-bootstrap/

https://www.r-bloggers.com/tic-tac-toe-simulation-random-moves/

R and Genetic

inbreedR: an R package for the analysis of inbreeding based on genetic markers

Multiple Regression

https://www.r-bloggers.com/multiple-regression-part-1/

http://r-exercises.com/2017/01/15/multiple-regression-part-1/?utm_source=rss&utm_medium=rss&utm_campaign=multiple-regression-part-1

Online Courses

My own Code based on the Swirl Package

Data Science Specialization Course

https://www.datacamp.com/home

https://www.r-bloggers.com/pca-course-using-factominer/

Exercises

http://www.r-exercises.com/2017/07/01/hacking-statistics-exercises-part-1/

https://www.r-bloggers.com/spatial-analysis-with-ggmap-exercises-part-1/

https://www.r-bloggers.com/one-way-manova-exercises/

https://www.r-bloggers.com/one-way-analysis-of-variance-exercises/

https://www.r-bloggers.com/two-way-anova-in-r-exercises/

https://www.r-bloggers.com/repeated-measures-anova-in-r-exercises/

https://www.r-bloggers.com/outlier-detection-and-treatment-with-r/

https://www.r-bloggers.com/building-shiny-app-exercises-part-8/

 

Plots

https://www.r-bloggers.com/dont-teach-built-in-plotting-to-beginners-teach-ggplot2/

http://www.clayford.net/statistics/a-note-on-boxplots-in-r/

https://www.r-bloggers.com/does-replyrlet-work-with-data-table/

https://www.r-bloggers.com/why-do-decision-trees-work/

https://www.r-bloggers.com/how-to-really-do-an-analysis-in-r-part-1-data-manipulation/

https://www.r-bloggers.com/ggedit-0-0-2-a-gui-for-advanced-editing-of-ggplot2-objects/

Helping websites

http://adv-r.had.co.nz/Style.html

http://thebiobucket.blogspot.de/p/helpful-r-links.html

http://ecology.msu.montana.edu/labdsv/R/labs/R_ecology.html

http://www.statistik.tu-dortmund.de/proginr.html

http://www.r-bloggers.com/

http://www.inside-r.org/howto/how-learn-r

http://mirlab.org/jang/books/dcpr/dataSetIris.asp?title=2-2%20Iris%20Dataset

https://www.youtube.com/channel/UCNissLoprsK7z863IpJEvpQ

 

Rechenzentrum Köln

http://www.uni-koeln.de/~a0032/r-s/  best of all more and more websites and stuff

http://www.uni-koeln.de/themen/statistik/software/s/index.e.html

 

Analysis of community ecology data in R by David Zelený

 

https://www.r-bloggers.com/the-r-shiny-packages-you-need-for-your-web-apps/

https://www.r-bloggers.com/machine-learning-explained-overfitting/

http://thebiobucket.blogspot.de/2011/04/assumptions-for-permanova-with-adonis.html#more

http://thebiobucket.blogspot.de/2011/08/two-way-permanova-adonis-with-custom.html#more

 

Fun with R

https://www.r-bloggers.com/how-to-map-your-google-location-history-with-r/

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