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Azuka Atum

@persimetria.com

biostatistics | #R and #SAS programmer | my interests include #epidemiology, #rstats, #simulation | bay areaβ˜€οΈ| she/her 🍊

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Latest posts by Azuka Atum @persimetria.com

Join us in #Baltimore! Hiring an Assistant/Associate Professor of #Genomics, #Bioinformatics, #Computational #Biology.

Learn more/Apply here: bit.ly/GenoBioinfo

13.12.2025 13:46 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Hey stats friends - if NHANES response rates drop from 68.5% to 25.7% (2013-2023), is it possible to correct for that to legitimize longitudinal data?

After all, people who drop out are probably different from people who don't.

jamanetwork.com/journals/jam...

12.12.2025 15:01 πŸ‘ 19 πŸ” 1 πŸ’¬ 4 πŸ“Œ 3

There’s no reason why America should be having a measles outbreak in the big 2025. 😞

13.12.2025 14:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Aaaaaaahhhhhhhhhhhhhhhhhh

13.12.2025 12:18 πŸ‘ 8 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0

#rstats package 'mpspline2' got its first CRAN update in a good long while today πŸŽ‰ This is thanks largely to the efforts of Andrew Brown at the USDA-NRCS, who has added the super useful ability to spline multiple variables in one call. cran.r-project.org/web/packages...

23.11.2025 04:17 πŸ‘ 4 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
A visualisation of Taketomi's tree canopy height

A visualisation of Taketomi's tree canopy height

Tree canopy height of Taketomi-chō, Okinawa.

#rayshader adventures, an #rstats tale

23.11.2025 13:19 πŸ‘ 16 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0

Journalist challenge: Use β€œMachine Learning” when you mean machine learning and β€œLLM” when you mean LLM. Ditch β€œAI” as a catch-all term, it’s not useful for readers and it helps companies trying to confuse the public by obscuring the roles played by different technologies. πŸ§ͺ

22.11.2025 16:50 πŸ‘ 3709 πŸ” 1372 πŸ’¬ 58 πŸ“Œ 128
Python for Data Analysis: Introduction (py4da01 1)
Python for Data Analysis: Introduction (py4da01 1) YouTube video by Data Science Learning Community Videos

From the DSLC.io aRchives:

🟒 Python for Data Analysis: Introduction youtu.be/dP42YWsVIGo

🟒 Python for Data Analysis: Introduction to Modeling Libraries in Python youtu.be/XYDsfrBVrkw

Visit dslc.video for hours of new #DataScience videos every week!

#dataBS #PyData

23.11.2025 12:28 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
DataViz: Choosing the right viz software & Telling a story and making a point (dataviz01 28 29)
DataViz: Choosing the right viz software & Telling a story and making a point (dataviz01 28 29) YouTube video by Data Science Learning Community Videos

Recent DSLC.io club meetings:

πŸ”΅ DataViz: Choosing the right viz software & Telling a story and making a point youtu.be/JN7n7SLdoyM

πŸ”΅πŸŸ’ DevOps4DS: Computer Networks youtu.be/k2eMoZYIGws

Visit dslc.video for hours of new #DataScience videos every week!

#dataBS #RStats #PyData #DataViz #DevOps

23.11.2025 12:28 πŸ‘ 4 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
A discrete global grid (DGG) is a mosaic that covers the entire Earth’s surface. Mathematically it is a space partitioning.

A discrete global grid (DGG) is a mosaic that covers the entire Earth’s surface. Mathematically it is a space partitioning.

What are the most exciting trends you’re seeing in spatial data science lately?
Some of mine:

- New file formats (e.g. #GeoParquet)
- Geospatial DBs (e.g. #DuckDB + spatial)
- Global discrete grids

What would you add?

#Geospatial #GISchat #RSpatial #GeoPython

19.11.2025 14:03 πŸ‘ 19 πŸ” 4 πŸ’¬ 1 πŸ“Œ 1
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Introduction to Julia for R users – Nicola Rennie This blog post will give R users an overview of what Julia is and why they might want to use it, introduce some data processing Julia packages, and show how they can incorporate Julia into existing R ...

If you're interested in learning #JuliaLang and are currently an #RStats user (or even if you're not!), then here's a little introduction to getting started! πŸ“Š

Blog post: nrennie.rbind.io/blog/introdu...

#QuartoPub #Julia @tidierjl.bsky.social

18.08.2025 20:12 πŸ‘ 130 πŸ” 44 πŸ’¬ 5 πŸ“Œ 0

zoom hopping: the new way to hang out with your long distance friends who also only have zoom basic loll πŸ˜†

15.08.2025 02:23 πŸ‘ 4 πŸ” 1 πŸ’¬ 2 πŸ“Œ 0

@minecr.bsky.social is one of my go-tos for R, Quarto, and dashboard-related content. When I was figuring things out (still am!), I used to search YouTube and often found tutorials from her on the @posit.co channel.
#rstats

13.08.2025 00:00 πŸ‘ 8 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
Introduction to Huxtable

The {huxtable} #RStats πŸ“¦ is for creating text tables. Features include:
β€œ* Export to LaTeX, HTML, Microsoft Word, Microsoft Excel, Microsoft Powerpoint, RTF and Markdown
* Easy integration with knitr and rmarkdown documents”
By David Hugh-Jones. On CRAN.
hughjonesd.github.io/huxtable/hux...

13.08.2025 02:24 πŸ‘ 12 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
WOMBAT 2025 - Invited talk

James Goldie - Closing the scrollytelling gap with Closeread

29-30 September 2025, Naarm/Melbourne
womabt2025.numbat.space

WOMBAT 2025 - Invited talk James Goldie - Closing the scrollytelling gap with Closeread 29-30 September 2025, Naarm/Melbourne womabt2025.numbat.space

Making effective scrollytelling visualisations is hard, but @jamesgoldie.dev 's Closeread makes it so much easier. Come learn about Closeread's design decisions and what's coming next for this great tool.

wombat2025.numbat.space/program/work...

#RStats #Python #BusinessAnalytics #DataViz

13.08.2025 02:43 πŸ‘ 6 πŸ” 4 πŸ’¬ 0 πŸ“Œ 1

#rstats folks, what do you think of the idea of a package that generates _brand.yml, color palettes, ggplot2 color/fill scales, themes, and quarto based website skeleton, all created with a user prompt (optionally image uploads)? The goal is to provide consistent branding in your projects.

13.08.2025 03:10 πŸ‘ 10 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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2025 Joint Statistical Meetings - Statistics, Data Science, and AI Enriching Society The Joint Statistical Meetings (JSM) is the largest gathering of statisticians held in North America. Attended by more than 5,000 people, meeting activities include oral presentations, panel sessions,...

✨ Wednesday at #JSM2025:

πŸ‘‰ @jtleek.bsky.social joins the panel honoring @hadley.nz and the power of the #tidyverse.

πŸ‘‰ Lucas Liu presents on cancer recurrence detection using deep learning + LLMs, outperforming traditional NLP.

#FredHutch #LLMs #CancerAI #StatGraphics #RStats #DataScience

05.08.2025 17:18 πŸ‘ 5 πŸ” 2 πŸ’¬ 0 πŸ“Œ 1
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Thank you to our #JSM2025 Platinum Sponsors: AbbVie; JMP; SAS Software; and Takeda Pharmaceuticals. Your ongoing support and dedication are truly appreciated.
#statssky

06.08.2025 16:16 πŸ‘ 5 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Code from my first live R package demo talk in honor of Hadley at #jsm2025

gist.github.com/jtleek/8c927...

Steve Salerno, Awan Afiaz, and I have been developing the scorcher package to help you more easily fit deep learning models in R !

github.com/jtleek/scorc...

07.08.2025 13:59 πŸ‘ 12 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
A screenshot of my JSM 2025 Agenda Chat bot, featuring the answer to "when is Mitchell O'Hara-Wild presenting".

A screenshot of my JSM 2025 Agenda Chat bot, featuring the answer to "when is Mitchell O'Hara-Wild presenting".

There's so many parallel sessions at #JSM2025 that it's hard to choose where to go, so I web-scraped the schedule and made a chatbot to help.

I've made it public, so hopefully it can help you too - try it out πŸ‘‰ shiny.mitchelloharawild.com/jsm2025/

04.08.2025 15:32 πŸ‘ 19 πŸ” 8 πŸ’¬ 4 πŸ“Œ 0
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From D1 football to earning a PhD in astrophysics.

What an honor for it all to culminate the day I was hooded as a doctorβ€”being chosen to speak at UCLA’s Physics & Astronomy graduation.

Here’s a clip from my speech that I think applies not just to scientists, but to everybody

16.06.2025 20:13 πŸ‘ 14 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
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Huge congratulations to two of my favorite colleagues @sarahlotspeich.bsky.social & Staci Hepler on their SUCH well deserved CWS awards at #JSM2025 πŸ‘ πŸ‘

06.08.2025 16:47 πŸ‘ 17 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0
roast your colleagues

Jeff Leek’s idea of a wild night is running a bootstrapped simulation β€” twice.

Git doesn’t give Jenny merge conflicts; it opens an issue with a minimal reprex and apologizes.

Mine’s rubrics are more detailed than most grant proposals β€” by the time you finish reading them, the semester’s over.

Roger believes in reproducibility β€” which is great, because his jokes in lecture reproducibly bomb every time

roast your colleagues Jeff Leek’s idea of a wild night is running a bootstrapped simulation β€” twice. Git doesn’t give Jenny merge conflicts; it opens an issue with a minimal reprex and apologizes. Mine’s rubrics are more detailed than most grant proposals β€” by the time you finish reading them, the semester’s over. Roger believes in reproducibility β€” which is great, because his jokes in lecture reproducibly bomb every time

The #JSM2025 roasts getting a reprise at @hadley.nz’s #user2025 keynote πŸ˜‚

08.08.2025 21:24 πŸ‘ 22 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Let’s say you have very low sample response rate (recruit tens of millions and only tens of thousands self select into sample).

Then you have a RCT where there is clean random assignment of treatment.

Does the first stage sample selection bias your estimate of causal effect of treatment?

18.04.2025 14:05 πŸ‘ 30 πŸ” 8 πŸ’¬ 11 πŸ“Œ 7

We introduce a method to quantify how extreme events affect ecosystem function and services. Paper out today in @natureecoevo.bsky.social - very fitting on a day that Cyclone Alfred is looming off the coast of my city!

06.03.2025 03:34 πŸ‘ 27 πŸ” 8 πŸ’¬ 0 πŸ“Œ 0
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❗️Our next workshop will be on March 7th, 6 pm CET on Applied LaTeX for Researchers by @dsanchezp.bsky.social
!
Register or sponsor a student by donating to support Ukraine!
Details: bit.ly/3wBeY4S
Please share!
#AcademicSky #EconSky

28.02.2025 12:25 πŸ‘ 10 πŸ” 7 πŸ’¬ 1 πŸ“Œ 5
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GASTON
Gradient Analysis of #Spatialtranscriptomics Organization with Neural networks

"models gene expression as a Piecewise linear function of the Isodepth"

Work with Visium Xenium MERFISH Slide-seq V2 Stereo-seq

@uthsav.bsky.social @naturemethods.bsky.social 2025
www.nature.com/articles/s41...

06.03.2025 12:23 πŸ‘ 13 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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#WHM2025 Elizabeth Colantuoni’s love for math and teaching led her to statistics. Over the past 25 years, she has built a career in biostatistics at the Bloomberg School of Public Health at Johns Hopkins University. magazine.amstat.org/blog/2025/03...

06.03.2025 13:17 πŸ‘ 6 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
06.03.2025 23:40 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0