JMLR · @jmlr
711 followers · 310 posts · Server sigmoid.social
'The Proximal ID Algorithm', by Ilya Shpitser, Zach Wood-Doughty, Eric J. Tchetgen Tchetgen.
http://jmlr.org/papers/v24/21-0950.html
#causal #unobserved #confounders
#causal #unobserved #confounders
JMLR · @jmlr
705 followers · 301 posts · Server sigmoid.social
'Naive regression requires weaker assumptions than factor models to adjust for multiple cause confounding', by Justin Grimmer, Dean Knox, Brandon Stewart.
http://jmlr.org/papers/v24/21-0515.html
#confounders #confounder #causally
#confounders #confounder #causally
CorrelAid · @correlaid
56 followers · 34 posts · Server masto.ai1️⃣ #Panel data
In panel data, specific units of #observation are surveyed or observed multiple times over time. #examples Students in a class are asked for a weekly self-assessment or the GDP of EU countries is surveyed annually.
2️⃣ Advantages / Disadvantages
#Panel data allows us to analyze the influence of events on a #variable and control for time-constant #confounders. Problematic is the drop of observation units and the influence of past on future surveys.
#panel #observation #examples #variable #confounders
Mira Maximos PharmD, MSc, ACPR · @MiraMaximos
143 followers · 59 posts · Server med-mastodon.comNow I’m in the process of deciding if my assumed #EffectModifiers are actually #Confounders and this is a whole new level of chaos!
#epidemiology
#effectmodifiers #confounders #epidemiology
Mira Maximos PharmD, MSc, ACPR · @MiraMaximos
133 followers · 52 posts · Server med-mastodon.comWhat are the best resources for readings on #EffectModifiers vs #Confounders?
#effectmodifiers #confounders #epidemiology #publichealth
