[social4i size="small" align="align-left"][This article was first published onR – Xi'an's Og, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Toleave a commentfor the author, please follow the link and comment on their blog:R – Xi'an's Og.R-bloggers.comoffersdaily e-mail updatesaboutRnews and tutorials aboutlearning Rand many other topics.Click here if you're looking to post or find an R/data-science job.Want to share your content on R-bl ...继续阅读 (70)

[social4i size="small" align="align-left"][This article was first published onT. Moudiki's Webpage - R, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Toleave a commentfor the author, please follow the link and comment on their blog:T. Moudiki's Webpage - R.R-bloggers.comoffersdaily e-mail updatesaboutRnews and tutorials aboutlearning Rand many other topics.Click here if you're looking to post or find an R/data-science job.Want to share your content on R-bl ...继续阅读 (65)

[social4i size="small" align="align-left"][This article was first published onThe Jumping Rivers Blog, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.This blog post is a follow up to my2025 R/Medicine talkon Validating Shiny Apps in Regulated Environments.Over the last years Shiny has become a cornerstone in data science applications, from dashboards and review tools to interactive decision making apps. But in regulated environments like pharma, healthcare, ...继续阅读 (67)

[social4i size="small" align="align-left"][This article was first published onThe Jumping Rivers Blog, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.This blog post is a follow up to my2025 R/Medicine talkon Validating Shiny Apps in Regulated Environments.Over the last years Shiny has become a cornerstone in data science applications, from dashboards and review tools to interactive decision making apps. But in regulated environments like pharma, healthcare, ...继续阅读 (71)

[social4i size="small" align="align-left"][This article was first published onAchim Zeileis, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Probabilistic forecasts for the UEFA Women’s Euro 2025 are obtained by using a machine learning ensemble that combines statistically-enhanced features and other information about the teams. The favorite is Spain, followed by Germany, France, and England.The UEFA Women’s Euro 2025 will start tomorrow, hosted ...继续阅读 (60)

[social4i size="small" align="align-left"][This article was first published onR'tichoke, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.What is Quarto Live?Quarto Live combinesQuartowithWebRto enable interactive R code execution directly in the browser allowing for:Running R code directly in the web browserInstant feedback when modifying code examplesNo installation requirementsEasy sharing of interactive documentsThe following code blocks are fully in ...继续阅读 (55)

[social4i size="small" align="align-left"][This article was first published onR-posts.com, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Join our workshop onHow to Use R with Excel, which is a part of our workshops for Ukraine series!Here’s some more info:Title:How to Use R with ExcelDate:Thursday, July 31st, 18:00 – 20:00 CET (Rome, Berlin, Paris timezone)Speaker:Alyssa Columbus is a third-year Biostatistics PhD candidate, Vivien Thomas Scholar, and Cente ...继续阅读 (65)

[social4i size="small" align="align-left"][This article was first published onDataGeeek, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Fitch projects a decline of about 30% in gold in 2026. Easing the trade war and the Israel-Iran conflict may support this idea. We will project how the prices could go by the end of the year.We will use themodeltime.resamplepackage for forecasting modeling.library(tidymodels) library(modeltime) library(modeltime.resample) l ...继续阅读 (61)

[social4i size="small" align="align-left"][This article was first published onR Works, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.One Hundred seventy-six new packages made it to CRAN in May. Here are my Top 40 picks in eighteen categories: Climate Science, Computational Methods, Data, Decision Analysis, Ecology, Epidemiology, Finance, Genomics, Machine Learning, Medicine, Networks, Phylogenetics, Programming, Statistics, Time Series, Topological Data An ...继续阅读 (62)

[social4i size="small" align="align-left"][This article was first published onpharmaverse blog, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.------------- typical setup ---------------------------- post begins here ---------------Hi pharmaverse community!The eagle-eyed among you might have noticed in recent months updated wording on ourpharmaverse charterand generally across our website to generalize our scope to “open-source software packages and codebas ...继续阅读 (60)

[social4i size="small" align="align-left"][This article was first published onR on Biofunctor, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Concerned catIt started as asimple exchangeon Mastodon. Apparently, what is natural for my nix-infused brain may seem far-fetched for non-nixers. Multiple versions of the same packagemustbe possible. But I actually tried this only once, so I decided to document it. Let’s cut to the chase.TL;DRYou can indeed instal ...继续阅读 (56)

[social4i size="small" align="align-left"][This article was first published onRStudioDataLab, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Beyond just plotting points on a chart, how can you transform a simple ggplot dotplot into a powerful narrative tool that reveals the hidden stories within your data's distribution, all while avoiding the common pitfalls of visual clutter and misinterpretation?Aggplot dotplotis a powerful data visualisation tool within ...继续阅读 (68)

[social4i size="small" align="align-left"][This article was first published onrstats on Irregularly Scheduled Programming, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.When things run slower than we’d like in R we tend to reach for another, usually compiled, language, and move our code there. What if it “just happened”? What started out as a silly exploration of how to count digits ended up with a race to see which language does it fastest. Maybe some sur ...继续阅读 (61)

[social4i size="small" align="align-left"][This article was first published onBluecology blog, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Prompting large language models for quality ecological statisticsAnnouncing a newpre-print on prompt engineering for ecological statistics.. https://doi.org/10.32942/X2CS80The pre-print describes the challenges and opportunities of using large language models and agents to do ecological statistics. It then goes onto d ...继续阅读 (68)

[social4i size="small" align="align-left"][This article was first published onrOpenSci - open tools for open science, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Before sending DELETE THE INDEX_CACHE and re-knit!Dear rOpenSci friends, it’s time for our monthly news roundup!blablaYou can read this poston our blog. Now let’s dive into the activity at and around rOpenSci!rOpenSci HQFarewell to software review editor Julia GustavsenThis month we say farewell ...继续阅读 (67)

[social4i size="small" align="align-left"][This article was first published onThe Jumping Rivers Blog, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.This is blog two of five:R Package Quality: Validation and beyond!Package Popularity (this one)In ourprevious post, we introduced the four components that make up a litmus package score: documentation, popularity, code quality, and maintenance. In this post, we’ll look at package popularity. Package popularity ...继续阅读 (63)

[social4i size="small" align="align-left"][This article was first published onThe Jumping Rivers Blog, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.This is blog two of five:R Package Quality: Validation and beyond!Package Popularity (this one)In ourprevious post, we introduced the four components that make up a litmus package score: documentation, popularity, code quality, and maintenance. In this post, we’ll look at package popularity. Package popularity ...继续阅读 (55)

[social4i size="small" align="align-left"][This article was first published onBoyd Tarlinton, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.There are a plethora of great books that are widely recommended for the beginner R user, but I many users often find their skills plateauing once they learn just enough to get by on a day-to-day basis. These are some of the books that helped me to break through that plateau and take full advantage of R.And doesn’t it r ...继续阅读 (69)

[social4i size="small" align="align-left"][This article was first published onpharmaverse blog, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.------------- typical setup ---------------------------- post begins here ---------------The second half of 2025 brings us once again to an exciting ADaM in R Asset Library • admiral{admiral}release! Read through this blog post to learn more what is available in ADaM in R Asset Library • admiral{admiral}1.3.Headlin ...继续阅读 (63)

[social4i size="small" align="align-left"][This article was first published onR-posts.com, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Join our workshop onGood vs. Bad Confounders: A Hands-On Introduction with DAGs & Simulations in R, which is a part of our workshops for Ukraine series!Here’s some more info:Title:Good vs. Bad Confounders: A Hands-On Introduction with DAGs & Simulations in RDate:Thursday, July 17th, 18:00 – 20:00 CEST (Rome, Ber ...继续阅读 (65)

[social4i size="small" align="align-left"][This article was first published onOzancan Ozdemir, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Hello folks!In this tutorial, I will illustrate how to draw a Financial Times plot with ggplot2 in R step by step. We know ggthemes package includes a theme related to Financial Times, but the theme is depreciated now.My reference graph for this tutorial is given below.In order to draw a plot having a similar pattern ...继续阅读 (70)

[social4i size="small" align="align-left"][This article was first published onOzancan Ozdemir, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Candlestick charts are a type of financial chart used to depict the price movements of an asset over a specific period. Each “candlestick” represents a time frame—such as a day, hour, or minute—and displays four key pieces of data: the opening price, closing price, highest price, and lowest price within that period. T ...继续阅读 (64)

[social4i size="small" align="align-left"][This article was first published ongeocompx, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.This is the fifth part of a blog post series on spatial machine learning with R.You can find the list of other blog posts in this seriesin part one.This document provides an overview of three R packages,RandomForestsGLS,spatialRF, andmeteo, that implement spatial machine learning methods, but are outside of standard machine ...继续阅读 (68)

[social4i size="small" align="align-left"][This article was first published onMaëlle's R blog on Maëlle Salmon's personal website, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Coming to you from France, a post aboutMise en placefor R projects. In a less francophone phrasing: to get to work on something you have to open that thing, be it a script or a project or a website. The easier that is, the faster you get to work. In this post I’ll show a r ...继续阅读 (65)

[social4i size="small" align="align-left"][This article was first published onJottR on R, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Thefuturepackagecelebrates ten years on CRANas of June 19, 2025. This is the second in a series of blog posts highlighting recent improvements to thefutureverseecosystem.TL;DRYou can now usemy_fcn <- function(...) { with(plan(multisession), local = TRUE) ... }totemporarilyset a future backend for use in your function. ...继续阅读 (68)

[social4i size="small" align="align-left"][This article was first published onrOpenSci - open tools for open science, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.We are excited to welcome Emi Tanaka and Nima Hejazi to our team ofAssociate Editorsfor rOpenSciStats Software Peer Review. They join Laura DeCicco, Julia Gustavsen, Jouni Helske, Toby Hocking, Rebecca Killick, Anna Krystalli, Mauro Lepore, Noam Ross, Maëlle Salmon, Emily Riederer, Adam Sparks, ...继续阅读 (61)

[social4i size="small" align="align-left"][This article was first published onR Works, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.This post shows how to use the elementary theory of discrete time Markov Chains to construct a multi-state model of patients progressing through various health states in a randomized clinical trial comparing different treatments for asthma management under the assumption that all patients in each of the two arms of the trial ...继续阅读 (61)

[social4i size="small" align="align-left"][This article was first published onBluecology blog, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.Why we are all naturally Bayesians not frequentistsI don’t see why its a thing to say “I’m a Bayesian”. Being a Bayesian is normal for any rational person as we will prove in a couple of sentences. Being a frequentist is what is what is strange. It would make more sense to assume we are all Bayesians, and have frequen ...继续阅读 (63)

[social4i size="small" align="align-left"][This article was first published onThe Jumping Rivers Blog, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.We are pleased to announce the lightning talks for this year’sShiny in Productionconference! We’ve already announced the full length talks (25 minutes each) inthis blog. This blog however is all about this year’s lightning talks session (5 minutes per talk).Register nowLightning talksAndreas Wolfsbauer–A ...继续阅读 (70)

[social4i size="small" align="align-left"][This article was first published onfree range statistics - R, and kindly contributed toR-bloggers]. (You can report issue about the content on this pagehere)Want to share your content on R-bloggers?click hereif you have a blog, orhereif you don't.So acritical discussion of Sankey plotsfloated across my feed on Bluesky recently, and one reply included an ugly example and the comment “Anybody who thought that this illustration enhanced clarity lives in an alternative reality”. The actual chart I’ve included at the bottom of this post. I agree it’s pret ...继续阅读 (65)