[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 (89)

[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 (88)

[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 (89)

[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 (96)

[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 (93)

[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.2018 yılında hazırlamış olduğumR’da ggplot2 ve maps Kutuphanelerini Kullanarak Harita Cizdirmekadlı yazımda, R’da ggplot2 ve maps paketlerini kullanarak harita çizdirmeyi anlatmıştım. Yıllar içinde oldukça fazla bu yazıyla ilgili mailler aldım, ancak aldığım son mailler bu yazıda kullandığım kodların, kullandığım veri ...继续阅读 (84)

[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.LLM provides many advantages to the users, especially for coding. Once user had to switch the windows from the coding environment to the browser to search for the solution. But now, thanks to the newly advancements, users can chat with the LLM and get the solution for their queries on the same coding environment in R. ...继续阅读 (89)

[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.More details about the implementation can be found in this technical note:https://www.researchgate.net/publication/392923564_Backpropagating_quasi-randomized_neural_networksOn GitHub:https://github.com/Techtonique/tisthemachinelearner!pip install tisthemachinelearner %load_ext rpy2.ipython %%R install.pack ...继续阅读 (91)

[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.According to the graph below, suggested by Fernando Leibovici, the increase in uncertainty that began in late 2024 aligns with a rise in imports, indicating that US importers accelerated their purchases as a precaution against expected tariff increases or supply chain disruptions.When we model the variables with the glmnet ...继续阅读 (86)

[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.Kevin Flerlage, who is a data visualization specialist, suggested a great alternative to stacked bar plot on his blog. He called this new alternative “segmented total bar plot”. This R package ggsegmentedtotalbar implements this idea. The package is built on top of the ggplot2 package, which is a popular data visualis ...继续阅读 (90)

[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.Pie Chart… The unloved boy of visualization family. However, it is getting popularity especially when it is in conjuction with maps. For example, the following chart was publised by to illustrate the vote distribution across the country.In this post, I’ll show you how you can draw a pie chart on map in R usingscatterp ...继续阅读 (98)

[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 first of a series of blog posts highlighting recent improvements to thefutureverseecosystem.Theglobalspackage is part of the futureverse and has had two recent releases on 2025-04-15 and 2025-05-08. These updates address a few corner cases that wo ...继续阅读 (94)

[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.Read it in: Español.Read it in: Français.As we’vesaid before, we believe that publishing multilingual resources can lower the barrier to access to knowledge, help democratize access to quality resources and increase the possibilities of contributing to software and open science projects. Our ong ...继续阅读 (96)

[social4i size="small" align="align-left"][This article was first published onChris Bowdon, 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’s a little drip drip drip of scare stories about ultra-processed food (UPF) a phrase that I’d never heard until this year. I’m starting to get worried. Is everyone else worried? Well it turns out the Food Standards Agency (FSA) has been running a tracker survey containing this question since mid-2023, so we can fin ...继续阅读 (87)

[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.[Here is a reply to mycomments on THAMESsent by the first author of the paper, Martin Metodiev. The above replica of the cover ofRivers of Londonis obviously unrelated with the reply or the original blog, beyond presenting a fantasy map of the Thames!]Thank you for your review of our article! Adapting your pr ...继续阅读 (98)

[social4i size="small" align="align-left"][This article was first published onOnline College Math Teacher, 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.You are probably familiar with the “Rule of 72” in investing: if an investment compounds at annual interest rate i, then the number of years for money to double is approximately 72 / i. For example, if an investment compounds at annual interest rate of 9%, then the investment will double in ...继续阅读 (96)

[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.Remark:There’s now a button for copying the code chunks. It’s useful; I needed it.This post is a sequel ofBeyond ARMA-GARCH: leveraging model-agnostic Machine Learning and conformal prediction for nonparametric probabilistic stock forecasting (ML-ARCH)andPython version of Beyond ARMA-GARCH: leveraging model-a ...继续阅读 (102)

[social4i size="small" align="align-left"][This article was first published onEconometrics and Free Software, 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.It looks like a major update to{ggplot2}is coming (version 4.0.0), where Posit is switching the internals from S3 to S7. This will break many reverse dependencies of{ggplot2}(a reverse dependency is a package that depends on{ggplot2}), and so Posit is following the recommendation of the CRAN policies, w ...继续阅读 (96)

此《新定九宫大成南北词宫谱》是由清代周祥钰、邹金生等辑的一部戏曲音乐曲谱集。全书共八十一卷，闰一卷。其内容汇集唐宋至明清的大曲、词曲、诸宫调、戏曲、套曲、散曲凡四千四百六十六首，还以昆曲的工尺谱形式纪录了每首曲的唱法。此为清乾隆十一年庄亲王邸刊朱墨套印本。 ...继续阅读 (113)

[social4i size="small" align="align-left"][This article was first published onR Archives - Dan Oehm | Gradient Descending, 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.Survivor 48 has wrapped up, and the data has been added to the package and is now available on CRAN. There are a few cool updates to the data, which I’ll go over:Adding complete US48 dataHuge update tocastaway_scoresNewboot_orderdata setUpdate tocastawayssuch that it no longer includes peop ...继续阅读 (97)

Fast Takeaways The Problem: Growth Shouldn’t Mean More Headaches Let’s be honest. You began your firm, agency, or freelance work because you desired freedom and expansion, not constant anxiety. Yet the moment more clients come knocking on your door, you’re juggling too many responsibilities—campaigns, web design, content, online advertisements, and the list goes on. And […]The postWhite Label SEO: Scaling Your Services Without the Headacheappeared first onJ L I Blog. ...继续阅读 (53)

[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.As is often the case, it’s pretty easy to talk about “good” R packages. We can even wave our hands and talk about packages following “software standards” or “best practices”. But what does that mean?Most of us would agree that packages like{Rcpp}or{dplyr}are solid. At the other end of the spectrum, we could po ...继续阅读 (88)

[social4i size="small" align="align-left"][This article was first published onpacha.dev/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.The kendallknight package introduces an efficient implementation of Kendall’s correlation coefficient computation, significantly improving the processing time for large datasets without sacrificing accuracy. The kendallknight package, following Knight (1966) and posterior literature, reduces the time complexity resulti ...继续阅读 (93)

[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.The future package turns ten on CRAN today – June 19, 2025.(Image credits: Dan LaBar for the future logo; Hadley Wickham and Greg Swinehart for the ggplot2 logo and balloon wall; The future balloon wall was inspired by ggplot2’s recent real-world version and generated with ChatGPT.)Thefuturepackage turns ten years old toda ...继续阅读 (100)

[social4i size="small" align="align-left"][This article was first published onR on kieranhealy.org, 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.Sometimes we want to repeatedly do things with all but one row of a data frame, where we systematically drop each row in turn and do the thing. For example,jacknife cross-validationis a kind of very basic bootstrap technique. (It is computationally simpler than and predates the bootstrap.) Or in some areas “leave ...继续阅读 (95)

[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.IntroductionIn this post, I’ll show how to useahead::mlf, a function fromR package aheadthat doesConformalized Forecasting.ahead::mlfuses Machine Leaning models (any of them) and time series lags in an autoregressive way, as workhorses for univariate probabilistic time series forecasting.This function differs ...继续阅读 (92)

[social4i size="small" align="align-left"][This article was first published onr on Everyday Is A School Day, 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.Learn how to build a flash-card style question bank using Google Sheets as storage, R’s Plumber API, and host it on a Digital Ocean droplet—step-by-step setup, deployment, and tips.MotivationsOne of my colleagues wanted to create a cumulative question banks to help our learners in infectious disease topi ...继续阅读 (98)

[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 full line-up for this year’sShiny in Productionconference! The conference includes nine full-length talks (25 minutes each) and a lightning talk session (5 minutes per talk), we’ll cover those in a separate blog.Register nowTalksCameron Race–Head of Children and Schools Sta ...继续阅读 (97)

[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.Silver, Nasdaq Blockchain Economy Index, Bitcoin, and iShares Semiconductor ETF are always thought of as correlated with each other by investors.We will test this perception with thecorrrpackage.#iShares Semiconductor ETF (SOXX) df_soxx <- tq_get(x = "SOXX") %>% select(date, soxx = close) #Nasdaq Blockchain Economy I ...继续阅读 (93)

[social4i size="small" align="align-left"][This article was first published onopenwashdata, 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.I was first introduced to Global Health Engineering (GHE) when I took a fantastic class;“International Engineering: Hubris to Hope”by Prof. Elizabeth Tilley. As I neared the completion of my master’s program in Science, Technology, and Policy, I was keen to hone my existing data science knowledge and skills while contrib ...继续阅读 (101)