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This tutorial starts with a theoretical overview of bayesian statistics and the MCMC algorithm. Next, we fit, check, and analyse Bayesian models with …
How to use WFS (vectors/features) GIS services within R scripts
How to use rgbif function `name_usage()` to get species checklist data from GBIF as well as some other rgbif tips.
Instruction for the installation of R (in Dutch)
📦 R package vignette.
How to use WMS (raster) GIS services within R scripts
This tutorial shows how to do coordinate transformations and conversions in R. It also demonstrates how spatial data can be mapped with ggplot2 and …
Current good practice in specifying a CRS in R
Updating R and packages in an renv environment
Links to course material of statistics courses taught at INBO (only accessible for INBO employees)
Tutorial on how to use setup_codingclub_session() to load data and scripts to use during coding clubs.
Extracting data directly from Google spreadsheets
A simple tutorial to demonstrate the use of GeoTIFF and *.gpkg files in R
Changing between coordinate reference systems with the R package sp
Learn the difference between zooming in with scales and coordinates.
Learn some insights about mixed models based on a simple example
Learn what the effect is of having the same variable in the fixed and random part of a mixed model.
A quick and dirty illustration of how spatially correlated random effects can be fit with INLA
Various ways in which zero-inflation can be detected and handled.
A simple tutorial to demonstrate the use of *.gpkg and *.geojson files in R
A short introduction to the powerful GeoPackage, GeoJSON and GeoTIFF standards
Slides of a workshop around uncertainty
How to use inborutils function gbif_species_name_match() to match a list of scientific names against the GBIF backbone taxonomy.
Various ways to make a spatial join between GIS point data and polygon data
Slides, code and data used during the INBOmd workshop
Handleiding, code en data ter ondersteuning van de 'R voor beginners' workshop
Slides, code and data used during the INLA workshop
Provide structure inside an R script using sections
Creating interactive maps with leaflet
Using the %>% pipe functionality in R scripts
How to set up continuous integration for a package with Wercker
Some introductionary information about tidyverse
This style guide is a recommendation for all R code written for the Research Institute for Nature and Forest (INBO). The goal of this style guide is …
How to set-up RStudio after installation or after an upgrade (in Dutch)
The installation of R programming language (in Dutch)
Installation instructions for RStudio Desktop (in Dutch). RStudio is an integrated development environment (IDE) for R. It includes a console, …
Installation instructions for Rtools (in Dutch). Rtools is a collection of resources for building packages for R under Microsoft Windows.
Setting up code coverage
Handling large text files in R
Database access using R