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Ben Moran

@benmoran.bsky.social

Intensivist/Anaesthetist. Novice Researcher & Statistician. PhD Cand. Chronic Pain after ICU & Longitudinal Causal Inference. Bayes-curious. #rstats #T1DM

1,076 Followers  |  467 Following  |  425 Posts  |  Joined: 10.08.2023
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Posts by Ben Moran (@benmoran.bsky.social)

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a man in a black coat is walking down a hallway with #theboys on the bottom ALT: a man in a black coat is walking down a hallway with #theboys on the bottom

Hear me out…

What about teaching students LLM-guided tidyverse!?!

28.02.2026 03:36 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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28.02.2026 03:28 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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With some help from Claude Code, I have the app I've always wanted:

elicitcausal lets you design a causal graph with your theoretical priors & preregister it. Then after you complete a study, you can upload your graph and get estimates of causal learning.

Link: causal.wilddata.solutions

#rstats

27.02.2026 21:58 β€” πŸ‘ 52    πŸ” 9    πŸ’¬ 2    πŸ“Œ 2

A wasted opportunity for RickRollmaxxing!

28.02.2026 03:05 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I believe the Gen Z kids call this causalmaxxing 😎

28.02.2026 01:27 β€” πŸ‘ 9    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

By leveraging advances in #Bayesian statistical methods, this meta-analysis quantifies the role of publication bias in the field of #dexmedetomidine for #delirium prevention in #cardiac surgery patients

24.05.2025 11:01 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 1    πŸ“Œ 1
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Interpreting Confidence Intervals Interactive visualization of confidence intervals

#stats Here's a nifty interactive demo of confidence intervals by
Kristoffer Magnusson

rpsychologist.com/d3/ci/

25.02.2026 14:26 β€” πŸ‘ 37    πŸ” 14    πŸ’¬ 3    πŸ“Œ 0

Revman and the idea of standardizing meta-analysis was brilliant in the 1990s. That is no longer the case.

24.02.2026 13:25 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Today, my pipes have pipes. Pipe-ception, if you will.

22.02.2026 17:58 β€” πŸ‘ 20    πŸ” 4    πŸ’¬ 5    πŸ“Œ 4

Why do I have to pretend that I'm going to print something in order to save it as a PDF. Why do I have to engage in a little ruse.

23.02.2026 21:43 β€” πŸ‘ 19210    πŸ” 2906    πŸ’¬ 344    πŸ“Œ 1

Not even cars? Or Lego? Or mountain biking?

24.02.2026 03:21 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

It’s not too late! Devise your score and we can see which one has better metrics!!

23.02.2026 19:27 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Seshagiri Rao Mallampati Seshagiri Rao Mallampati (1941 – ) Indian born American anesthesiologist. Eponym: Mallampati Score used to predict the ease of endotracheal intubation

Very sadly Seshagiri Mallampati, the anesthesiologist who devised the Mallampati score, die two weeks ago. He only retired in 2017, 49 years after he began clinical practice.

litfl.com/seshagiri-ra...

23.02.2026 08:36 β€” πŸ‘ 17    πŸ” 8    πŸ’¬ 2    πŸ“Œ 1

COULD EVERYONE PLEASE STOP USING RANDOM EFFECTS META-ANALYSIS WHEN COMBINING 3 OR 4 TRIALS? AND COULD REVIEWERS STOP DEMANDING IT?

21.02.2026 19:44 β€” πŸ‘ 5    πŸ” 2    πŸ’¬ 2    πŸ“Œ 0

Yes, we mention that here.https://pubmed.ncbi.nlm.nih.gov/40914655/. The post was really directed at the 99% of meta-analyses that use standard software and don't even include a statistician

23.02.2026 13:27 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
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23.02.2026 13:39 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Everyone fighing over TIbble versus DF 

>| vs %>%

Me: googling what mean means

Everyone fighing over TIbble versus DF >| vs %>% Me: googling what mean means

Me? I'm just happy to be here #rstats

23.02.2026 08:20 β€” πŸ‘ 130    πŸ” 24    πŸ’¬ 3    πŸ“Œ 1

Turner et al for the win!

22.02.2026 02:38 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Agree. Failure is still seen as a failure, rather than an alternate pathway to success.

One problem is that you need a safe, nurturing environment to be able to embrace situational awareness. It’s not good at the moment. Many are in survival mode, or don’t feel safe.

20.02.2026 12:58 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Your forearms must be MASSIVE!!!!

20.02.2026 11:32 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Absolutely nemesis effect! During training, I went through a phase where I wouldn’t touch them. Then I changed my mindset to do it unless there was a contraindication. It forced me to do it and get good at them.

People aren’t getting taught them anymore, which is also part of the problem.

20.02.2026 11:32 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

That takes skill!!

I had an intensivist recount when they were putting in an IJ vascath and aspirated pleural fluid!

20.02.2026 11:29 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I’m the same, Stavros. Never had a ptx. SC CVCs are so much nicer to look after in ICU. It’s also quick in a trauma to get large bore access if there’s a collar and limb injuries.

There’s a struggle to find a clinician under the age of 40 who can do a SC CVC (with or wo U/S). It would approach 0.

20.02.2026 09:26 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0
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β€œClient”…

20.02.2026 05:58 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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adrftools: Estimating, Visualizing, and Testing Average Dose-Response Functions Facilitates estimating, visualizing, and testing average dose-response functions (ADRFs) for characterizing the causal effect of a continuous (i.e., non-discrete) treatment or exposure. Includes suppo...

I'm so excited to announce the first release of my newest #Rstats package, {adrftools}! This package facilitates estimation, visualization, and testing for the causal effect of a continuous (i.e., non-discrete) treatment.

🧡 1/10

#statssky #episky #causalinference

18.02.2026 16:05 β€” πŸ‘ 113    πŸ” 28    πŸ’¬ 4    πŸ“Œ 2
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a man in a suit and tie is sitting on a couch with his hand on his knee ALT: a man in a suit and tie is sitting on a couch with his hand on his knee
18.02.2026 11:19 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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a man in a blue shirt is sitting in the back seat of a car . ALT: a man in a blue shirt is sitting in the back seat of a car .

Well someone’s a little flirty today!!!

18.02.2026 10:59 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I feel like that’s what we do already no?

17.02.2026 09:44 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0

Yeah, safe effective anaesthetics on a Mon, Tues, Wed and loose and cavalier anaesthetics on Thursdays & Fridays!

17.02.2026 21:45 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

A while back, I wrote a thing. If you like experiments and causal inference, you should read it:

13.02.2026 17:38 β€” πŸ‘ 9    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0