Top Tweets for #RegressionDiscontinuity
π JAMA Guide to Statistics and Methods: #RegressionDiscontinuity approaches can help estimate causal effects in #ObservationalStudies when treatment depends on whether a patient measurement crosses a prespecified threshold.
These methods are most informative when patients just above and below the cutoff are comparable, which can reduce confounding from measured and unmeasured characteristics.
https://t.co/y9Wh9T364w
π¬ Editor's Note by JAMA Statistical Editors Issa Dahabreh, MD, ScD, and Roger Lewis, MD, PhD:
#RegressionDiscontinuity approaches assess treatment effects in #ObservationalStudies by using a threshold that changes the probability of treatment and comparing outcomes among individuals near that cutoff.
Causal language is appropriate only when the estimand, identification strategy, assumptions, and analysis are aligned, which has implications for how clinicians and journals interpret evidence from threshold-guided care.
https://t.co/WsS03svXLJ
#statstab #572 Regression Discontinuity [The Effect]
Thoughts: Good modern overview of the approach (pros and cons). Just be careful not to see it in places it isn't
#regression #regressiondiscontinuity #causalinference #observational #quasiexperimental
https://t.co/pGUMWuEDBX
π Thank you @Clairede0 for another great seminar on Estimating treatment effects using #observationaldata: #instrumentalvariables and #regressiondiscontinuity. This wraps up our seminar series on methods for #healtheconomists. More to come later this year. Stay tuned π§
REMINDER: 4/7 @ 11am ET, Dr. Luke Miratrix discusses: "A #Bayesian #Nonparametric Approach to #Geographic and two-Dimensional #RegressionDiscontinuity #Designs"
#UConn #Online #Research #Methods #Measurement #Evaluation
#statistics #statisticalanalysis #statisticalmodeling
RMME/STAT Colloquium on 4/7 @ 11am ET w/Dr. Luke Miratrix: "A #Bayesian #Nonparametric Approach to #Geographic and two-Dimensional #RegressionDiscontinuity #Designs"
#UConn #Online #Research #Methods #Measurement #Evaluation
#statistics #statisticalanalysis #statisticalmodeling
π APES is organising a series of short courses devoted to methodological topics in empirical microeconomics: Regression Discontinuity Design and Missing data.
π Go to https://t.co/5P9BnyTX37 to know more.
#shortcourses #healtheconomics #regressiondiscontinuity #missingdata
new paper alert! π¨ reclassification from EL status improves academic self-efficacy among those at the threshold. #regressiondiscontinuity
1/4. @monicaglee & I have a new study in @EEPAjournal showing that reclassifying #ELL students as Eng. proficient impacts their #SEL outcomes. @UVAEdu @EdPolicyWorks @AnnenbergInst @StanfordCEPA @COREdistricts @edpolicyinca
https://t.co/uhj6jDUUf0
New Online: "When the Partisan Becomes Personal: Mayoral Incumbency Effects in Buenos Aires, 1983β2019" #incumbencyeffects #regressiondiscontinuity #Argentina #BuenosAires
By: @feierherd and @alucardi1
Access here: https://t.co/mAnRPTT3Vo
Great survey paper on #regressiondiscontinuity and #regressionkink designs by @rlalive and B. Melly that comprehensively discusses recent methodological developments (eg inclusion of covariates, discrete running variables,...): https://t.co/R92o1kBOxp #causaltwitter #Econtwitter
I have been working on the methods section of my dissertation for the last 6 hours and only have a page to show for it!!! π€¦ββοΈ
I feel like I have wasted 4 hours, but I have enjoyed reading and learning more about #regressiondiscontinuity #phdlife #winetime
@campion1581 Hi, here is your unroll: @CatieOldenburg: I have a feeling weβll be seeing a lot of #RegressionDiscontinuity (specifically, interrupted timeβ¦ https://t.co/JGCRR4RE4T See you soon. π€
I have a feeling weβll be seeing a lot of #RegressionDiscontinuity (specifically, interrupted time series) studies evaluating effects of #COVID19 restrictions on all kinds of outcomes. Some thoughts on when RD can be useful and why it might not always be a great idea. 1/n
If you are interested in graphical representations of different strategies for #causalinference based on #causalgraphs (including #regressiondiscontinuity designs), then check out this paper:
https://t.co/eJDq2C6wRj
Towards more robust bootstrap inference in #regressiondiscontinuity designs π #causalinference #policyevaluation
Nov 2019 @Princeton new #Econometrics #textbook #Cattaneo2019 Practical Introduction to #RegressionDiscontinuity Designs by #MatiasDCattaneo https://t.co/LkBwNoDNtY
#RegressionDiscontinuity designs with control variables?? Find out more about it in this paper: https://t.co/ZtNyxJdJnT
#EconTwitter #causalinference #causalinf #statistics
New from our Reflections on #Methodology blog!
Using a #RegressionDiscontinuity Design for Evaluation Studies, by Pei Zhu
https://t.co/qzZ73nrSFH
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