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ercbk.bsky.social

@ercbk.bsky.social
107 followers 201 following 208 posts

Github: github.com/ercbk Website: ericbook.netlify.app Mastodon: @erc_bk@fosstodon.org

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CRAN Package Updates Bot @cranberriesfeed.bsky.social · 06/10/2026
New CRAN package catchmentACS with initial version 0.6.0 #rstats cran.r-project.org/package=catchmen…
cran.r-project.org
CRAN: Package catchmentACS
Computes American Community Survey (ACS) estimates for the area within a given drive time of each of a set of points, such as the locations of pre-kindergarten classrooms. Such an area is called an isochrone. The drive-time areas come from a routing service, either the 'Open Source Routing Machine' ('OSRM', &lt;<a href="https://project-osrm.org/" target="_top">https://project-osrm.org/</a>&gt;) or 'openrouteservice' (&lt;<a href="https://openrouteservice.org/" target="_top">https://openrouteservice.org/</a>&gt;), and the ACS 5-year estimates of census tracts come from the Census Bureau (&lt;<a href="https://www.census.gov/data/developers.html" target="_top">https://www.census.gov/data/developers.html</a>&gt;) through the 'tidycensus' package, one state at a time. The tracts that overlap an area are combined by area weighting, which uses two weights: the share of each tract's area that lies inside, for counts and rates, and each tract's share of the overlapping area, for the medians and per-person values of three ACS tables (median household income, median home value, and per capita income). A median or per-person value from any other table is added up like a count. Counts, medians, per-person values, and five rates are returned with a margin of error at a chosen confidence level, 90 percent by default, and with a record of the settings, inputs, and package versions behind the run. The five rates are the poverty rate, the shares of households receiving Supplemental Nutrition Assistance Program (SNAP) benefits and Supplemental Security Income, the unemployment rate, and the labor force participation rate. The margins of error of counts and rates use the approximation formulas in chapter 8 of U.S. Census Bureau (2020) "Understanding and Using American Community Survey Data: What All Data Users Need to Know" &lt;<a href="https://www.census.gov/programs-surveys/acs/library/handbooks/general.html" target="_top">https://www.census.gov/programs-surveys/acs/library/handbooks/general.html</a>&gt;. For a count the formula for a sum is applied to the weighted tract estimates, with the weights treated as fixed. For a rate the default is the formula for a ratio. Its margin of error is at least as wide as that of the formula for a proportion, which the handbook gives for ratios whose numerator is part of the denominator, as it is in all five rates. The margins of error of medians and per-person values are an approximation made by the package.
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Achim Zeileis @zeileis.org · 06/10/2026
🚨 New CRAN Task View: Package Development and Maintenance #rstats #cran By Lluís Revilla and Heather Turner @heathrturnr.fosstodon.org.ap.brid.gy URL: cran.r-project.org/view=Package...
Screenshot of the CRAN Task View "Package Development and Maintenance" at https://CRAN.R-project.org/view=PackageDevelopment
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Charlie Gao @shikokuchuo.net · 03/10/2026
TokyoR enjoyed the world premiere of mizu today, and Mizu-chan stole the show: lock-free shared-memory parallelism for R, plus a Python binding on the same C core. Repos are open but pre-release, and the API will change. Feedback welcome on GitHub. github.com/shikokuchuo/... #RStats #Tidyverse
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Luis D. Verde Arregoitia @liomys.mx · 01/10/2026
🎨 formatted spreadsheets can now make the round trip in R. {forgts} reads a formatted .xlsx file into a gt table, and the new {gtxlsx} package by J.M. Garbuszus writes it back out with fills, fonts, and colors #rstats post available in English and Spanish luisdva.github.io/rstats/round...
luisdva.github.io
Round-tripping formatted spreadsheets with forgts and gtxlsx
From spreadsheet to gt and back again
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James Balamuta @coatless.bsky.social · 27/09/2026
webRoid 1.1.1 is on Google Play. The app that runs R on your Android phone or tablet moves up to R 4.6.0, and its charts are now the kind you’re allowed to poke. App: play.google.com/store/apps/d... Docs: webroid.caffeinatedmath.com #rstats #webr #android #webassembly
Promotional card for webRoid on a dark navy background, headed "Make interactive charts", with the line "Open a plotly chart from your Workspace, then zoom and pan it with your fingers." A tilted tablet in dark mode shows a plotly scatter plot titled Weight vs mileage, its points colored pink, green and blue for cars with 4, 6 and 8 cylinders.
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ercbk.bsky.social @ercbk.bsky.social · 23/09/2026
A couple more posts on Jev that I thought were informative. Bite Code! open.substack.com/pub/bitecode.... Outcome School (deeper dive) outcomeschool.com/blog/jev-and...?
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ercbk.bsky.social @ercbk.bsky.social · 22/09/2026
Saw the {jevr} #rstats package (github.com/simxnherrera...) pop-up in my feed the other day. Didn't really get a clear idea of what these new System One (Decision Model) LLMs were from the docs. Willison just put out a nice little explainer though. simonwillison.net/2026/Sep/21/...
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Peter Nencka 📊 @peternka.bsky.social · 17/09/2026
🚨 Announcing OpenCensus, a new project with @ezrakarger.bsky.social : We are transcribing the historical US censuses and releasing them as open data 2.6 million people so far in 1940, browse here: opencensus.us
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ercbk.bsky.social @ercbk.bsky.social · 03/09/2026
Having difficulty taking Aaron on #Alone seriously, because everytime he talks about catching/eating a "bunny" he sounds like Pete Puma.
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Aki Vehtari @avehtari.bsky.social · 26/08/2026
bayesplot R package 1.16.0 now in CRAN! This release has quite a lot of new functionality and other improvements. Below are some highlights. For more detailed release notes that cover additional improvements and bug fixes see Changelog mc-stan.org/bayesplot/ne...
mc-stan.org
Changelog
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Polygon @polygon.com · 20/08/2026
Moo
polygon.com
10 Funniest Far Side Comics About Cows
Moo
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Chokely Carmichael🥋 @stewartcoles.bsky.social · 03/08/2026
Hey #Rstats #Rmarkdown hive mind: trying to do something that should be simple but I can't seem to figure it out: How do I make all the tables align to the left when I knit my PDF?
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Andrew Gelman et al. @statmodeling.bsky.social · 01/08/2026
Why quantitative understanding of effect sizes matters, even if all you care about is the presence of the effect statmodeling.stat.columbia.edu/2026/08/01/h...
statmodeling.stat.columbia.edu
Why quantitative understanding of effect sizes matters, even if all you care about is the presence of the effect | Statistical Modeling, Causal Inference, and Social Science
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Jamie Cummins @jamiecummins.bsky.social · 14/07/2026
Today we launch the first stable release of RegCheck: v1.0.0. RegCheck makes it easier and quicker to compare study registrations to published papers for consistency - something we know is important in principle, but rarely done in practice. A 🧵 on what's new: regcheck.app
regcheck.app
RegCheck
RegCheck is an AI tool to compare preregistrations with papers instantly.
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Alton B.H. Worthington @abhw.bsky.social · 14/07/2026
just got out of a course design meeting and now I kinda want to poke the #rstats hivemind on something: is there a way/approach to dynamic/reactive alt-text in shiny apps? (yes, i'm posting before searching. roast in replies, i suppose)
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Darren Dahly @statsepi.bsky.social · 14/07/2026
🤩 bingkaiwang.github.io/RCT_Bench-ma...
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James Balamuta @coatless.bsky.social · 08/07/2026
Checking on an R package usually takes five open tabs: CRAN, GitHub, download counts, reverse deps, check results. R Observatory collects all of that on one page, for every CRAN and Bioconductor package. r-observatory.thecoatlessprofessor.com #rstats
The ggplot2 package page on R Observatory. A header gives the name, version 4.0.3, and tagline, with four headline numbers: 6,665 packages depend on it, 26.4M downloads a year, 81.1% test coverage, and 13 of 13 CRAN checks passing. Sections below cover an Overview (maintainer, first-published date, description), install commands in tabs (CRAN, pak, Ubuntu r2u, Fedora COPR, openSUSE OBS), Health (CRAN check result, code-health facts, and a dated check history), and the start of Downloads. A Vital Signs sidebar summarizes health, coverage, docs, downloads, reverse dependencies (6,665 direct and 1,909 indirect), release, license, and links to reference docs.
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HATE Mulgrew @josie.zone · 07/07/2026
In better news, John Oliver's three-day stint/stunt as a corporate villain on legendary soap opera "General Hospital" appears to be going... fucking brilliantly?? I have watched this clip on a loop for like 20 mins I really, truly need to see the full episodes NOW
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Rob Calver @robcalver.bsky.social · 02/07/2026
I am giving away a free copy of the #BayesianWorkflow book by @statmodeling.bsky.social, @avehtari.bsky.social, @rmcelreath.bsky.social et al!! Please like, repost, and follow to enter. I will randomly draw the winner next Weds July 8. 😀 routledge.com/9780367490140 #RStats #DataScience #Bayesian
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Sivuyile Nzimeni @sivuyilenzimeni.com · 30/06/2026
Anyone care to recommend a book/set of tutorials on Optimisation in #rstats? I am interested in scheduling/operations management.
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Emil Hvitfeldt @emilhvitfeldt.bsky.social · 29/06/2026
I have been tinkering with how to quickly modify a Quarto theme, and I think I have a decently fast solution. Introducing the Quarto Theme Tweaker Run the `Open Theme Tweaker` command in an active qmd file. Modify the settings to your liking. Save the results. github.com/EmilHvitfeld... #quarto
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Frank Harrell @f2harrell.bsky.social · 26/06/2026
Update to blog article on accuracy of confidence intervals for central tendency measures for asymmetric distributions. Even a triple boostrap-t interval didn't help: fharrell.com/post/aci #Statistics #StatsSky
fharrell.com
Measures of Central Tendency for an Asymmetric Distribution, and Confidence Intervals – Statistical Thinking
There are three widely applicable measures of central tendency for general continuous distributions: the mean, median, and pseudomedian (the mode is useful for describing smooth theoretical distributi...
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Morten Grøftehauge @drgroftehauge.bsky.social · 19/06/2026
Do you have a favourite resource on pair programming? Please drop a link 🙏 I'd like to do some pair programming with our student worker over the summer and he is a bit avoidant. Which is common - people don't like the idea of someone looking over their shoulder and judging them. #dataBS
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Noema Magazine @noemamag.com · 18/06/2026
“Detractors might scoff at Musk’s ambition to die on Mars, but at least the dying part would be easy.” — @henrywismayer.bsky.social #mars #spaceexploration #spacex
noemamag.com
The Mars Delusion | NOEMA
Establishing a human colony on Mars is fraught with risk. Why are so many people obsessed with achieving it?
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ercbk.bsky.social @ercbk.bsky.social · 17/06/2026
Just finished studying the topics covered in Spatial Data Science with applications in R (r-spatial.org/book/). Thought I'd share some of the charts I made along the way. Mostly recreations of some of the plots from the sources along with some context. 1/14 😬 #rstats #rspatial #geospatial #gis 🧵
r-spatial.org
Spatial Data Science
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Cabel Sasser @cabel.panic.com · 07/06/2026
Here's an easter egg in the new Lego Batman that I think all of you will REALLY appreciate. It's so good, I had to make a video.
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Ian Hussey @ianhussey.mmmdata.io · 05/06/2026
If you have access to any the following stats software, would you be willing to run some chi squared tests on a handful of simulated datasets and send me results? I need to verify that that my R implementation of what other software does is correct. - Stata - SAS - StatXact - SPSS DM me :)
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Tom Smith @analyst42.bsky.social · 04/06/2026
Sooo #rstats, I built a thing... Deploying R shiny to your own cloud server is still too hard in 2026. Lightbulb.is is my answer - connect to your digital ocean account, click to create a server, and point it at a shiny GitHub repo. That's it - spend the time you save making your customers happy!
lightbulb.is
Lightbulb.is
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Marko Bajlovic @marko.tech · 17/05/2026
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Ben Harrap @bharrap.bsky.social · 11/05/2026
Help pls #rstats I'm using {mice} to impute values of factor variables. My end-goal is to keep one row per obs, with the most common imputed value being retained but there are ties I could keep imputing one additional value until the tie is broken, but is there another way to go about this?
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American Statistical Association History of Statistics @hos-asa.bsky.social · 10/05/2026
#OTD 1754 Colonel Sir John Sinclair b (d 21 Dec 1835) Introduced the words ‘statistics’ & ‘statistical’ for the first time in English in his 1791 21-vol magnum opus 'Statistical Account of Scotland'. He apologized for anglicizing German words rather than coining real English words 1/3
Sinclair's portrait by Henry Raeburn can be seen at the National Galleries of Scotland. Check ahead if you want to see him- when I went to revisit him last fall the portrait had been put into storage. The staff were quite pleased that I asked for him though- they are very fond of him apparently
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Jared Huling @jaredhuling.bsky.social · 05/05/2026
I've made some big changes to the fastglm package with version 0.1.0 on cran: cran.r-project.org/package=fast... - updates that further improve speed - three new models for more complex outcome (neg binom, hurdle, zero infl) - First bias correction - big data support ** Details outlined below:
cran.r-project.org
fastglm: Fast and Stable Fitting of Generalized Linear Models using 'RcppEigen'
Fits generalized linear models efficiently using 'RcppEigen'. The iteratively reweighted least squares implementation utilizes the step-halving approach of Marschner (2011) &lt;<a href="https://doi.or...
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The Wall Street Journal @wsj.com · 20/04/2026
Red Lobster is bringing back its famed Endless Shrimp promotion—with a few strings attached. on.wsj.com/42l1tqa
on.wsj.com
Red Lobster’s Endless Shrimp Is Back—With a Few Strings Attached
The seafood chain is bringing back the promotion for the first time since bankruptcy, with some limits.
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Accented Cinema @accentedcinema.bsky.social · 17/04/2026
Why do the Japanese like their buns askew (2026)
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Vincent Arel-Bundock @vincentab.bsky.social · 17/04/2026
🚨 #RStats and #PyData devs! I'm looking for β testers for this thing I just built: A unified dashboard + orchestrator for code and data quality checks. It has lots of neat features and I'm super eager for feedback and bug reports. Check out the video demo: vincentarelbundock.github.io/scrutin/
A Unified Dashboard and Orchestrator for Quality Checks¶

Unit tests · Data validation · Linting · Spelling

Run every quality check on your project using a single command: unit tests, data validation, linters, spell checkers. Scrutin watches for edits, figures out which checks are affected, and re-runs them in parallel. Drill into a failure to see the expected and actual values, as well as the relevant source code. Use quick keystrokes to fix linting and spelling issues, or to open files in your editor of choice.
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Gavin Simpson @gsimpson.bsky.social · 13/04/2026
Excellent tweetorial by @ericjpedersen.bsky.social on Simon Wood’s new Neighborhood Cross Validation smoothness selection method, which is especially useful when fitting data with temporal and spatial dependence among observations
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Eric Pedersen @ericjpedersen.bsky.social · 13/04/2026
I've been working with NCV this last week; it's a powerful tool for modelling data with dependencies that are poorly/inefficiently modelled via stochastic process priors like cov functions or low-rank smoothers. However, it's a complex topic, so I thought I'd summarize the key ideas in a thread 1/n
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Jakub Nowosad @jakubnowosad.com · 07/04/2026
🗺️ Bivariate choropleth maps blend two colour scales to show the spatial relationship between two variables. It easier now with improved support in tmap -- see a blog post by David O’Sullivan. geospatialstuff.com/posts/2026/0... #RStats #RSpatial #DataViz
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ercbk.bsky.social @ercbk.bsky.social · 06/04/2026
Hard core #Rstats parents
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James Balamuta @coatless.bsky.social · 04/04/2026
Making #rstats portable on #macOS has been the community's Sisyphean boulder since 2009. Now, download a tar.gz, extract, run from: github.com/portable-r/p... Signed, notarized, 4.3.0 - 4.5.3. Blog: blog.thecoatlessprofessor.com/programming/...
A macOS desktop showing two windows side by side. On the left, a Finder window displays the contents of a "portable-r-4.5.3-macos-arm64" folder, with a directory tree expanded under "library" revealing subfolders like base, boot, class, cluster, codetools, compiler, datasets, foreign, graphics, grDevices, grid, and jsonlite (which is expanded to show CITATION, DESCRIPTION, doc, help, and html items). On the right, a Terminal window (zsh shell) shows commands for downloading and extracting Portable R 4.5.3 for macOS ARM64 from GitHub using curl, verifying the R home directory with Rscript, and installing the jsonlite package. The terminal output confirms jsonlite was successfully downloaded (1.1 MB) and installed, with the final line printing {"portable":true} to verify the portable configuration is working.
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James Balamuta @coatless.bsky.social · 04/04/2026
Need #rstats on a #Windows machine where you can't run an installer? Locked-down workstation, USB drive, embedded app? It's 2026. You just need a URL: github.com/portable-r/p... R 4.3.0 - 4.5.3, x64 + ARM64. install.packages() works. Blog: blog.thecoatlessprofessor.com/programming/...
Screenshot of a Windows 11 desktop showing portable R in action. A PowerShell terminal displays the full workflow: curl downloading the portable-r-4.5.3-win-x64.zip from GitHub, tar extracting it, R.home() returning C:/Users/ronin/Desktop/portable-r-4.5.3-win-x64, and install.packages  successfully installing jsonlite with the output {"works":[true]}. Behind the terminal, two File Explorer windows show the portable-r-4.5.3-win-x64 folder on the Desktop alongside the zip file, and a second Explorer window browsing the library subfolder where the jsonlite package folder is highlighted among 31 installed packages.
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Physghoul 👻 🎃 @physgal.bsky.social · 01/04/2026
You can keep track of Artemis II's progress here: artemistracker.com
Screenshot of the Artemis II tracker showing the path it will take to get to the Moon and back
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Mae Nick Phra Khanong @nickjbrumfield.bsky.social · 27/03/2026
Your periodic reminder that there is a website that lets you listen to local radio stations anywhere in the world This is honestly one of the coolest inventions ever, imo. Global access to hyper-local imagined communities
radio.garden
Explore live radio by rotating the globe
Explore live radio by rotating the globe.
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CJ Fogler @cjzero.bsky.social · 20/03/2026
OH. MY. GAWD.
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Kagi HQ @kagi.com · 17/03/2026
Not sure how we went from plain, straightforward words to LinkedIn speak but now you can use Kagi Translate to fit right into that crowd: translate.kagi.com?from=en&to=L...
Screenshot of Kagi's translation tool translating "I got a new job" into "LinkedIn speak," producing an overly enthusiastic corporate-style announcement with superlatives, gratitude, and a rocket emoji.
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Muntasir Masum @muntasirm.bsky.social · 10/03/2026
New open tutorial: Publication-ready tables in R using gtsummary + flextable, with real NHIS survey data. Covers Table 1, weighted vs. unweighted, regression tables, Word export, and more. 🔗 muntasirmasum.github.io/table-tutorial/ #RStats #PublicHealth #Epidemiology #OpenScience #gtsummary
muntasirmasum.github.io
Publication-Ready Tables in R
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Kyle Walker @kylewalker.bsky.social · 09/03/2026
Announcing {freestiler}: a high-performance vector tiling engine for R and Python. Generate vector tiles for your maps directly from R/Python spatial data, @duckdb queries, and local spatial files. Check out the docs here: walker-data.com/free... Some highlights:
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Amstat-American Statistical Association @amstatnews.bsky.social · 06/03/2026
Stats teachers, are you looking for real-world data for your students? Leticia Perez, Freida Reichsman, and Cynthia McIntyre introduce data biographies—a collection of curated data sets. Create activities for your students www.statisticsteacher.org/2026/01/29/d... #statssky
statisticsteacher.org
Data Biographies: A Tool for Integrating Real-World Data into Classrooms – Statistics Teacher
Statistics Teacher
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Ted Laderas @tladeras.bsky.social · 03/03/2026
The second workshop, Package Management for R and Python focuses on using uv/rv to manage your packages in a reproducible way, with some discussion about other methods such as binder and Dockerfiles: hutchdatascience.org/package-mana...
hutchdatascience.org
Package Management – Package Management for R and Python
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The John Snow Society @johnsnowsociety.bsky.social · 03/03/2026
Despite increasing use of observational data in public health, researchers are still hesitant to use strong causal language (for fear of overpromising). New paper and comment in @bmj.com sets out new guidance on appropriate use/misuse of causal language www.bmj.com/content/392/...
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