STRengthening Analytical Thinking for Observational Studies – providing accessible and accurate guidance in the design and analysis of observational studies
Joined August 2019
- Tweets106
- Following35
- Followers1.3K
- Likes65
The STRATOS initiative retweeted
Happy to present this NEW PAPER of the @stratosinit on 'Regression without regrets: Initial data analysis is a prerequisite for multivariable regression'
bmcmedresmethodol.biomedcent…
@f2harrell @MHuebnerPhD #stratosida
The STRATOS initiative retweeted
Happy to be part of this huge project by TG9 of @stratosinit led by J. Rahnenführer, L McShane and @RiccardoDeBin1, with @StefanMichiels @LaraLusa and others
NEW Guideline article from Jörg Rahnenführer et al. as part of @stratosinit: Statistical analysis of high-dimensional biomedical data: an introduction to analytical goals, common approaches and challenges
bmcmedicine.biomedcentral.co…
The STRATOS initiative retweeted
NEW PAPER
Simulation study comparing elastic net vs PCA/PLS for developing clinical prediction models
doi.org/10.1002/bimj.2022001…
The STRATOS initiative retweeted
NEW Guideline article from Jörg Rahnenführer et al. as part of @stratosinit: Statistical analysis of high-dimensional biomedical data: an introduction to analytical goals, common approaches and challenges
bmcmedicine.biomedcentral.co…
The STRATOS initiative retweeted
People often ask what it takes to develop a successful (clinical) prediction model
Here are TEN important things to avoid
The STRATOS initiative retweeted
New @stratosinit article: "Issues in Implementing Regression Calibration Analyses" academic.oup.com/aje/advance…
The STRATOS initiative retweeted
A replication crisis in methodological computational/statistical research ?
I have now been working on the topic for 13 years with my group and it is time for a (long) thread.
First, let me say this is not about the replication crisis in application fields of statistics.
1/n
The STRATOS initiative retweeted
1/ New STRATOS @stratosinit article:
Are you validating a prediction model developed using Cox proportional hazards?
Some key points from our new guidance paper 👇
Ann of Intern Med: acpjournals.org/doi/10.7326/…
Preprint: medrxiv.org/content/10.1101/…
The STRATOS initiative retweeted
NEW PAPER
Overview of performance measures for time to event prediction models. Comes with elaborate R and SAS code
Journal version (paywall) 👉 doi.org/10.7326/M22-0844
Preprint 👉 doi.org/10.1101/2022.03.17.2…
The STRATOS initiative retweeted
#8: Dealing with competing risks when validating a prediction model can be challenging. This paper on behalf of @stratosinit gives guidance and R code
Open access 👉 doi.org/10.1136/bmj-2021-069…
The STRATOS initiative retweeted
Edwin Kipruto and Willi Sauerbrei published the **protocol of their methodological comparison study** (simulation study) in PLOS ONE. Great initiative, very inspiring for our community!
pubmed.ncbi.nlm.nih.gov/3619…
They follow the ADEMP scheme by @tmorris_mrc
The STRATOS initiative retweeted
I would use spline or fractional polynomials. Excellent review by @stratosinit @f2harrell @Georg__Heinze
diagnprognres.biomedcentral.…
The STRATOS initiative retweeted
And 2nd day of #RSS2022Conf begins with STRATOS guidance for survival, competing risk and dynamic risk prediction models @RSSMedSection
The STRATOS initiative retweeted
Are randomised trials answering clear & useful questions? We conducted this review of published trials to find out bmj.com/content/378/bmj-2022… @bmj_latest
The STRATOS initiative retweeted
Perfect summary! 👏thank you @stratosinit
This Post is from an account that no longer exists. Learn more
The STRATOS initiative retweeted
“Exposure to guidelines for observational studies can induce altitude sickness, or stratos fear.” Sayings of Confuseus @stratosinit stratos-initiative.org/#:~:t….
