R-bloggers

You can read the original post in its original format on Rtask website by ThinkR here: Boost your shiny app with sparkling data visualizations: a deep dive into Chart.js JavaScript library Let’s continue our exploration of integrating JavaScript code into a {shiny} application! We will show how to ...

#213–214PuzzlesAuthor: ExcelBIAll files (xlsx with puzzle and R with solution) for each and every puzzle are available on my Github. Enjoy.Puzzle #213Two warehouses gave us some summary, but products there are sometimes in packages, sometimes in batche...

posit::conf 2024 was nothing short of amazing! While Posit has already shared their top highlights, we wanted to offer our own take on the experience—what really stood out to us, what we’re excited about, and a few answers to questions that came up during Marcin Dubel’s session. ...

On behalf of the pharmaverse council, we’d like to introduce you to Laura Needleman – an active member of our community who has volunteered to support us as a champion around DE&I. All of our efforts to this day have started from the groun...

When it comes to crafting visualisations, people often put a lot of thought into what type of plot they’re going to make and what colour scheme they’re going to use. One thing that sometimes get less attention than it should is the choice o...

An investigator I frequently consult with seeks to estimate the effect of a palliative care treatment protocol for patients nearing end-stage disease, compared to a more standard, though potentially overly burdensome, therapeutic approach. Ideally, ...

Let’s continue our exploration of integrating JavaScript code into a {shiny} application! We will show how to move beyond the classic graphs produced in base R or with {ggplot2} to explore the interactive dataviz production libraries of JavaScri...

Puzzles no. 529–533PuzzlesAuthor: ExcelBIAll files (xlsx with puzzle and R with solution) for each and every puzzle are available on my Github. Enjoy.Puzzle #529Today we need to look for some numbers and sum it up. So what is the problem? We have numbe...

GxP validation can be a complex and often misunderstood process, with each company implementing their own unique approach. During a recent roundtable I attended at the R/Pharma Summit in Seattle, there was a recurring theme that stood out to me – every company seems to have their own definition of ...

Causal forests model treatment effect inhomogeneity. We use XAI tools to interpret such model to see which features are associated with the treatment effect.

Prediction sets and prediction intervals for conformalized Auto XGBoost, Auto LightGBM, Auto CatBoost, Auto GradientBoosting

‘Fascinating’ describes my journey with Stable Diffusion 3. It’s deepened my appreciation for original art and masterpieces. Understanding how to generate quality art is just the beginning—it drives me to explore the underlying struc...

This blog post will be a long one as we’ll create this fancy interactive table: INSERT TABLE HERE To do so, we’ll proceed in two steps: We’ll web-scrape the data for this table from the Internet using {rvest}. We’ll put everything into a nice table using {...

The R Consortium is excited to announce the second cycle of the 2024 Infrastructure Steering Committee (ISC) Grants Program. The Call for Proposals will open soon. This initiative aims to... The post The 2024 ISC Grant Program will begin Accepting Applications Soon! appeared first on R Consortium.

Not proportional to w A week ago I was surprised to read on Thomas Lumley’s Biased and Inefficient blog that when using R’s sample() function without replacement and with unequal probabilities of individual units being sampled: “What R currently h...

Quick/automated R package development workflow (assuming you're using macOS or Linux) Part2