For my academic research, I usually prefer to write down a manuscript using LaTeX instead of MS Word, for obvious reasons; the latter is far away from being math friendly! Now, when you submit your work for peer-review, if you are lucky enough to get past the editor and get a second chance from the […]
Category: Programming
Turn Notepad++ into an IDE for R.
Lately, I have been using Notepad++ as an R IDE. There are many reasons on why it might (or might not) be a good idea to abandon RStudio for a more lightweight option like Notepad++ for example. However, in this post I’m not gonna argue about which one is better, but rather I will show […]
Bayesian data analysis of extreme values with Stan and rstan.
In this post, I’m gonna provide an introductory tutorial for fitting an extreme value distribution via Bayesian analysis with Stan and its R interface, rstan. Stan is a probabilistic programming language written in C++ suitable for Bayesian inference and rstan is a package providing access to Stan thru R. More about Stan can be found […]
RRIr: R scripts for the Rainfall-Runoff-Inundation model.
The last couple of months I have been following the newsletter and activities of ICHARM i.e., the International Centre for Hazard Assessment and Risk Management. ICHARM, situated in Japan, is one of the Water Centers under the auspices of UNESCO which conduct research on water-related disasters, among others. Below is a picture from their 2021 […]
A conceptual HBV hydrologic model written in R.
A while ago, I stumbled upon an interesting paper* where the authors presented a conceptual HBV hydrologic model. This model, which is basically a modification of the original HBV model developed by the Swedish Meteorological and Hydrological Institute (SMHI), takes as input the daily precipitation and temperature and turns this information in simulated streamflow. The […]