Very excited to share our rapidly growing learning health system methods portfolio today at Mt. Sinai!

Highlights!
Estimands: doi.org/10.1093/ije/dy…
Cov adj: doi.org/10.1002/bimj.2… & arxiv.org/abs/2112.00832
SACE: doi.org/10.1093/aje/kw…
Missing data: arxiv.org/abs/2209.01297

Was great to present this poster yday with Bjorn Bornkamp on behalf of the Marginal Vs Conditional Estimands TF under the Oncology Estimands WG at #EFSPI Regulatory Workshop. A change from the usual stats confs!

***Save-the-date***

Free, one-day, in-person workshop on *Methods of Analysis for Different Estimands*

5th June, 2024 at MRC Clinical Trials Unit at UCL

Covers statistical methods for different intercurrent event strategies, along with Stata/R code to implement them.

Register interest now!

Super excited to share our new JASA T&M paper! We focused on cluster-randomized experiments and showed (1) how to adapt mixed models and GEE to robustly target marginal estimands; (2) how to leverage covariates & machine learning to achieve efficiency. tandfonline.com/doi/full/10.10…

Riesznet (Victor Chernozhukov #peace 🇺🇦 et al.) has propelled Riesz representers into the causal inference limelight, but can we say more about the representers for similar looking estimands?
Answer: Yes
arxiv.org/abs/2308.05456
Karla DO Stijn Vansteelandt

Join the PSI EIWG Webinar: Proposing Estimands from Different Perspectives!

Date: Thursday 30th March 2023
Time: 14:00-15:30 BST | 15:00-16:30 CEST | 09:00-10:30 EST

Find out more here: zurl.co/4GzZ

#estimands #PSICommunity

How can we start a conversation about #estimands with patient and public partners involved in #ClinicalTrials ? We spoke to some & co-developed a 2-page tool to explain the concept of an estimand available here: trialsjournal.biomedcentral.com/articles/10.11…

Join us for a webinar on estimands, PICOs, and the Target Trial Emulation framework! 🧠✨ We'll discuss how the concepts are used in clinical development and HTA, and how they can be used to bridge the gap between the two fields. 🤝

Find out more here: zurl.co/O174

On Tuesday, 4/25, I'll be discussing a very interesting new paper on the causal interpretation of structural IV estimands (by Andrews, Barahona, Gentzkow, Rambachan, and Shapiro) at the Online Causal Inference Seminar. Check it out!

sites.google.com/view/ocis/home…

More places have been added for our EIWG Webinar: Proposing Estimands from Different Perspectives!

Date: Thursday 30th March 2023
Time: 14:00-15:30 BST | 15:00-16:30 CEST | 09:00-10:30 EST

Book your place here: zurl.co/4GzZ

#estimands #PSICommunity

Limitless possibilities with novel trial design… estimands, embedded trials, platform trials #ASM24BRIS ANZCA Clinical Trials Network

Get to spend the day with Fan Li, who is speaking now on new estimands and survival methods for pragmatic trials!

📜New working paper 🎉 Are you tired of estimating the same old ad effect estimands? Not getting what you need to make budget decisions? One-sided non-compliance got you down? Cheer up and read our new paper! (+ Caio Waisman) 1/
Paper: arxiv.org/abs/2302.13857

Causal graphs make life easier: You can find estimands of causal effect from observational data. Life is hard if you don't know them. #NeurIPS2023

We show with minimal side info, we can use a generalized front-door adj. w/out the causal graph!

Come see me at 10:45am Poster921

The #CRTSWD23 conference kicks off with Brennan Kahan on estimands in CRTs

NEW PREPRINT

Using the estimands framework for prediction models with updated predictions over time

arxiv.org/abs/2311.17547

Many people learn about concepts like 'variance explained', 'estimands', 'causal inference', etc. and they're either too incurious or too inept to avoid using them as hammers against things they don't understand.

This is a good example.

The correlation here is allegedly too

Do you work in #ClinicalTrials ? Estimands could help make sure your study answers the right research question.

Our latest Trial Talk podcast episode features Brennan Kahan discussing his work on the estimands framework.

🎧Tune in to the full episode👉 bit.ly/3xPnYaS

PhD on 'estimands for surgical trials' with me and Graeme MacLennan. Fully funded, starts next year.
findaphd.com/phds/project/e…

Interested in estimands? Interested in surgical trials?

Come do a PhD with me, Graeme MacLennan, and Jemma Hudson.