courses [R & Statistics Wiki]

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====== Overview of statistics courses ======

The following overview lists statistics courses in the field of life sciences. You can click the columns for sorting and use the search field to filter for specific keywords, levels of difficulty, language and accessibility.\\
Links lead you directly to the respective course. Further information can be gathered by contacting via email. \\

If you want to add courses, you can [[contact|contact]] us.

<datatables paging="false">
^ Scientific field ^ Course name ^ Source ^ Contents ^ Level ^ Language ^ Open Access ^ Contact ^ Link ^
| Biology | Statistische Analyse mit R in der Ökologie (B.Biodiv.365) | University Goettingen | R, data wrangling, hypothesis tests, regression modeling, visualization, biodiversity indices | Beginner | German | No | [[friedemann.vonlampe@biologie.uni-goettingen.de; katrin.meyer@forst.uni-gottingen.de|Email]] | [[http://rkurs.wiki.gwdg.de/|Wiki]] Access via [[friedemann.vonlampe@biologie.uni-goettingen.de|Email]] |
| Biology | Applied Vegetation Ecology and Multivariate Analysis (M.Biodiv.431) | University Goettingen | R, data wrangling, multivariate analysis, visualization | Beginner | English | No | [[friedemann.vonlampe@biologie.uni-goettingen.de; jenny.schellenberg@biologie.uni-goettingen.de|Email]] | [[http://veg2.wiki.gwdg.de/|Wiki]] Access via [[friedemann.vonlampe@biologie.uni-goettingen.de|Email]] |
| Data Science | Grundlagen der C-Programmierung | University Goettingen | C-language | Beginner | German | No | [[brosenne@informatik.uni-goettingen.de|Email]] | [[https://studip.uni-goettingen.de/dispatch.php/course/details?sem_id=057372379a08cba20297d344a30f3ddc&again=yes|Stud.IP self-study course]] |
| Forestry | Introduction to R (RTG 2300) | Holger Sennhenn-Reulen | R, RMarkdown | Beginner | English | Yes (CC BY-NC-ND 4.0) | [[holger.sennhenn@nw-fva.de|Email]] | [[https://uncertaintree.github.io/oer/introduction_to_r/index.html|OER self-study course]] |
| Biology | R for Biologists | eCarleton University | R, data wrangling, hypothesis tests, regression modeling, visualization, simulation | Beginner | English | Yes | [[edtech@carleton.ca|Email]] | [[https://www.ecarleton.ca/course/view.php?id=12|Self-study course]] |
| Biology, Geology, Ecosystem sciences | RLab - Skriptbasierte Modulare Umweltstatistik | University Hamburg| R, data wrangling, hypothesis tests, regression modeling, visualization, simulation, tidyr | Beginner, Advanced | English, German | Yes (CC BY-SA 4.0) | [[niels.schwab@uni-hamburg.de|Email]] | [[https://rlab.blogs.uni-hamburg.de/rlab-kurse/|Overview script-based self-study courses]] |
| Data Science | Swirl Courses | Swirl Course Network | R, data wrangling, hypothesis tests, regression modeling, visualization, tidyr | Beginner, Advanced | English, German | Yes | [[http://swirlstats.com/scn/title.html|Email]] | [[http://swirlstats.com/scn/title.html|Overview script-based self-study courses]] |
| Biology | An Introduction to R | Alex Douglas | R, data wrangling, hypothesis tests, regression modeling, visualization | Beginner | English | Yes | [[a.douglas@abdn.ac.uk|Email]] | [[https://alexd106.github.io/intro2R/index.html|Self-study course]] |
| Forestry | Statistik mit R - Lernmodule zum Selbststudium | University Goettingen | R, hypothesis tests, regression modeling, multivariate analysis, GIS, RMarkdown | Beginner, Advanced | German | No | [[wilfried.hakes@forst.uni-goettingen.de; wk@informatik.uni-goettingen.de|Email]] | [[https://studip.uni-goettingen.de/dispatch.php/course/details?sem_id=25307eb25deec6174b5af0bf646280ac|Stud.IP self-study course]] |
| Forestry | Einführung in die Datenanalyse mit R | University Goettingen | R, data wrangling, visualization, tidyr, GIS | Beginner, Advanced | German | Yes (CC BY-NC-SA 4.0) | [[jsigner@uni-goettingen.de; kai.husmann@uni-goettingen.de|Email]] | [[https://github.com/Forest-Economics-Goettingen/KursskriptRBsc/blob/main/skript.pdf|OER course material]] |
| Geography, Geoscience, Ecosystem management | Einführung in R | University Goettingen | R, data wrangling, hypothesis tests, regression modeling, visualization | Beginner | German | No | [[simon.drollinger@uni-goettingen.de|Email]] | [[https://www.uni-goettingen.de/de/639760.html|Self-study course]] |
| Forestry | Basic Mathematical Notation | Holger Sennhenn-Reulen | R, basic mathematics | Beginner | English | Yes (CC BY-SA 4.0) | [[holger.sennhenn@nw-fva.de|Email]] | [[https://github.com/uncertaintree/uncertaintree.github.io/blob/master/oer/basic_mathematical_notation/00_index.md|OER self-study course]] |
| Biology | Multiple Linear Regressions (GLMs) | Alejandro Ordonez | R, data wrangling, regression modeling | Advanced | English | Yes | [[alejandro.ordonez@bio.au.dk|Email]] | [[https://alejandro-ordonez.shinyapps.io/RegressionsBasic/?_ga=2.166707001.667069908.1667563983-1200259879.1667220829|Online tutorial]] |
| Ecology | Data Analysis and Visualization in R for Ecologists | Data Carpentry | R, data wrangling, tidyr, visualization, ggplot | Beginner | English | Yes | [[bschmidt@sub.uni-goettingen.de|Email]] | [[https://datacarpentry.org/lessons/#ecology-workshop | Course overview and learning materials]] |
| Geography | Introduction to R for Geospatial Data | Data Carpentry | R, data wrangling, visualization, GIS | Beginner | English | Yes (CC BY 4.0) | [[bschmidt@sub.uni-goettingen.de|Email]] | [[https://datacarpentry.org/lessons/#geospatial-curriculum | Course overview and learning materials]] |
| Geography | Introduction to Geospatial Raster and Vector Data with R | Data Carpentry | R, data wrangling, visualization, GIS | Beginner | English | Yes (CC BY 4.0) | [[varachkina@sub.uni-goettingen.de|Email]] | [[https://datacarpentry.org/lessons/#geospatial-curriculum | Course overview and learning materials]] |
| Social Sciences | Data Analysis and Visualization in R for Social Scientists | Data Carpentry | R, data wrangling, tidyr, visualization, ggplot | Beginner | English | Yes | [[bschmidt@sub.uni-goettingen.de|Email]] | [[https://datacarpentry.org/lessons/#social-science-curriculum | Course overview and learning materials]] |
| Biology | Statistical and geospatial modeling | University Aarhus | R, data wrangling, regression modeling, visualization, GIS | Advanced | English | Yes | [[alejandro.ordonez@bio.au.dk|Email]] | [[https://github.com/AlejoOrdonez/StaGeoMod2022|Github]] |
| Biology | The R Workshop Series | Quebec Centre for Biodiversity | R, data wrangling, tidyr, hypothesis tests, regression modeling, multivariate analysis, visualization, ggplot | Beginner, Advanced | English | Yes | [[csbq.qcbs.r@gmail.com|Email]] | [[http://r.qcbs.ca/workshops/ | Workshop overview]] | 
| Biology | Economic Analysis with R | Uni Goettingen | R, data wrangling, tidyr, regression modeling, visualization, ggplot | Beginner | English | Yes | [[felix.turbanisch@uni-goettingen.de|Email]] | [[http://economic-analysis-with-r.uni-goettingen.de/index.html | Course overview]] |
| Data Science | Shiny Courses | Uni Goettingen | Hypothesis tests, regression modeling, multivariate analysis, Bayes statistics | Beginner, Advances| English, German | Yes (CC BY-NC 4.0) | [[lehre.rdusl@uni-goettingen.de|Email]] | [[https://lehre-rdusl.shinyapps.io/Overview/ | Course overview]] |
</datatables>