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pro vyhledávání: '"Miratrix, Luke W."'
Experiments studying get-out-the-vote (GOTV) efforts estimate the causal effect of various mobilization efforts on voter turnout. However, there is often substantial noncompliance in these studies. A usual approach is to use an instrumental variable
Externí odkaz:
http://arxiv.org/abs/2303.10016
Autor:
Gagnon-Bartsch, Johann A., Sales, Adam C., Wu, Edward, Botelho, Anthony F., Erickson, John A., Miratrix, Luke W., Heffernan, Neil T.
Randomized controlled trials (RCTs) are increasingly prevalent in education research, and are often regarded as a gold standard of causal inference. Two main virtues of randomized experiments are that they (1) do not suffer from confounding, thereby
Externí odkaz:
http://arxiv.org/abs/2105.03529
Autor:
Gagnon-Bartsch Johann A., Sales Adam C., Wu Edward, Botelho Anthony F., Erickson John A., Miratrix Luke W., Heffernan Neil T.
Publikováno v:
Journal of Causal Inference, Vol 11, Iss 1, Pp 286-327 (2023)
Randomized controlled trials (RCTs) admit unconfounded design-based inference – randomization largely justifies the assumptions underlying statistical effect estimates – but often have limited sample sizes. However, researchers may have access to
Externí odkaz:
https://doaj.org/article/72c13472c43e45d68eed97512853c58a
Autor:
Pashley, Nicole E., Miratrix, Luke W.
Publikováno v:
Journal of Educational and Behavioral Statistics, 2022; 47(1):69-100
Several branches of the potential outcome causal inference literature have discussed the merits of blocking versus complete randomization. Some have concluded it can never hurt the precision of estimates, and some have concluded it can hurt. In this
Externí odkaz:
http://arxiv.org/abs/2010.14078
Publikováno v:
Journal of Causal Inference, vol. 9, no. 1, 2021, pp. 264-284
The injunction to `analyze the way you randomize' is well-known to statisticians since Fisher advocated for randomization as the basis of inference. Yet even those convinced by the merits of randomization-based inference seldom follow this injunction
Externí odkaz:
http://arxiv.org/abs/2008.01029
Publikováno v:
Journal of the American Statistical Association 117, no. 540 (2022)
This article develops design-based ratio estimators for clustered, blocked randomized controlled trials (RCTs), with an application to a federally funded, school-based RCT testing the effects of behavioral health interventions. We consider finite pop
Externí odkaz:
http://arxiv.org/abs/2002.01146
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Randomized trials are often conducted with separate randomizations across multiple sites such as schools, voting districts, or hospitals. These sites can differ in important ways, including the site's implementation, local conditions, and the composi
Externí odkaz:
http://arxiv.org/abs/1803.06048
Sex disparities in COVID-19 outcomes in the United States: Quantifying and contextualizing variation
Autor:
Danielsen, Ann Caroline, Lee, Katharine MN, Boulicault, Marion, Rushovich, Tamara, Gompers, Annika, Tarrant, Amelia, Reiches, Meredith, Shattuck-Heidorn, Heather, Miratrix, Luke W., Richardson, Sarah S.
Publikováno v:
In Social Science & Medicine February 2022 294