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07 - Beyond Confounders โ€” Causal Inference for the Brave and True

#statstab #505 Beyond Confounders

Thoughts: What makes a good control and a bad control?

#counterfactuals #confounder #DAG #r #modelling #selectionbias #variance #control #causalinference

matheusfacure.github.io/python-causa...

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Identification of Average Outcome under Interventions in Confounded Additive Noise Models

Muhammad Qasim Elahi, Mahsa Ghasemi, Murat Kocaoglu

Action editor: Arash Mehrjou

https://openreview.net/forum?id=y5YnHzLf1d

#confounders #confounder #interventions

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Sensitivity Analyses for Unmeasured Confounders - Current Epidemiology Reports Purpose of Review This review expands on sensitivity analyses for unmeasured confounding techniques, demonstrating state-of-the-art methods as well as specifying which should be used under various sce...

#statstab #409 Sensitivity Analyses for Unmeasured Confounders

Thoughts: Some assumptions of obs. re. are untestable. One way around this is testing what could break your inference

#causalinference #confounder #collider #bias #sensitivityanalysis #observational

link.springer.com/article/10.1...

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Sollte man es nicht umgekehrt erwarten? Je schwerer der Verlauf, desto stรคrker die Alterungsprozesse? #Confounder

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#statstab #387 Give Your Hypotheses Space!

Thoughts: "Itโ€™s tempting to throw a bunch of variables...into a model
...but proceed at your own caution!"

#Mbias #causalinference #collider #moderator #confounder #regression #r #DAG

brian-lookabaugh.github.io/website-bria...

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More #Medicine field notes, Part 3: in the anthropology of the #patient #Historian, we note another groupโ€”the acute on chronically mixed up caretakers of their family. #keepup #graphicmedicine - the #Confounder.
#medsky

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Bevor alles verschwindet (รผbers Altern und Eltern mit Peggy Elfmann) Apokalypse & Filterkaffee ยท Episode

"Was kรถnnen wir richtig machen?"
Tabuthema #Demenz und der Umgang damit war heute Thema bei #ApoFika

Schlagwรถrter, die vorgekommen sind
#Alzheimer โœ…
#Burnout โœ…
#Depression โœ…
#Sturzprophylaxe โœ…
#Wut โœ…

Schlagwรถrter, die nicht vorgekommen sind
#ADHS โ›”
#Corona โ›”
#Covid19 โ›”
#Confounder โ›”
#MECFS โ›”

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