Laura M. Sangalli is a professor of Statistics at Politecnico di Milano, Italy. Her research interests include functional data analysis, high-dimensional and complex data, spatial data analysis, and biostatistics. With... The post femR: Bridging Physics and Statistics in R with Support from the R Consortium appeared first on R Consortium.

Puzzles no. 339–343PuzzlesAuthor: ExcelBIPuzzles:#339: content file#340: content file#341: content file#342: content file#343: content fileLets dive into solutions!Short disclaimer: This weeks riddles were well designed and I found out that very good b...

The repeated measures ANCOVA in R tests whether the average values of one or more variables measured repeatedly on the same subjects differ significantly after adjusting for a covariate.The code for performing a one-way repeated measures ANOVA in R is:# Fit the repeated measures ANOVA model model General Linear ...

Diffusion models in Python with esgtoolkit.

n this Microsoft Fabric series: An Apache Spark job definition is a single computational action, that is normally scheduled and triggered. In Microsoft Fabric (same as in Synapse), you could submit batch/streaming jobs to Spark clusters. By uploading a binary…Read more ›

The Big Book of R has a collection of almost 400 free R books and as we round out 2023 it’s the perfect time to look back at which have been the most popular. I track the stats and they’re openly accessible. Some of these also have print versions. Get … ...

I’m solving Advent of Code this year using a relaxed criteria compared to last year in that I’m allowing myself to use packages where they’re helpful, rather than strictly base R. Last year I re-solved half of the exercises using Rust which helped me l...

The paper, “Adaptive Asset Allocation: A Primer” by Adam Butler, Mike Philbrick, Rodrigo Gordillo, and David Varadi addresses flaws in the traditional application of Modern Portfolio Theory related to Strategic Asset Allocation. It shows ...

Guest blog contributed by Wenlan Pan, Statistical Programmer Analyst, Johnson & Johnson Transforming the Landscape – The Rise of R in the China Pharmaceutical Industry In recent years, the China... The post R Implementation in China’s Pharmaceutical Industry in 2023 appeared first on R Consortium.

Introduction If you’re a data enthusiast diving into the world of regression analysis in R, you’ve likely encountered the challenges of managing code complexity and juggling different modeling engines. The good news is that there’s a powerful to...

This is part one of a three part series on Lighthouse for Shiny Apps. Part 1: Using Google Lighthouse for Web Pages Part 2: Analysing Shiny App start-up Times with Google Lighthouse (This post) Part 3: Effect of Shiny Widgets with Google Lightho...

After a brief hiatus, the R Validation Hub recently reconvened for its community meeting, celebrating a year of remarkable achievements and setting the stage for future endeavors. In 2023, the... The post R Validation Hub Community Meeting – December Recap appeared first on R Consortium.

Anticipating the UnanticipatedIn the dynamic world of data science and programming, one of the most valuable skills is the ability to anticipate and handle unexpected scenarios. When working with data, the unexpected comes in various forms: unusual dat...

Introduction Hey there, fellow R enthusiasts! Today, let’s embark on a fascinating journey into the realm of piecewise regression using R. If you’ve ever wondered how to uncover hidden trends and breakpoints in your data, you’re in for a treat. ...

ANCOVA is short for analysis of covariance, a statistical method that lets you compare the means of an outcome variable among two or more groups while accounting for (or correcting for) the variability of other variables, known as covariates. Cova...