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pro vyhledávání: '"robust variance estimation"'
Autor:
Shook-Sa, Bonnie E., Zivich, Paul N., Lee, Chanhwa, Xue, Keyi, Ross, Rachael K., Edwards, Jessie K., Stringer, Jeffrey S. A., Cole, Stephen R.
Doubly robust estimators have gained popularity in the field of causal inference due to their ability to provide consistent point estimates when either an outcome or exposure model is correctly specified. However, for nonrandomized exposures the infl
Externí odkaz:
http://arxiv.org/abs/2404.16166
To improve precision of estimation and power of testing hypothesis for an unconditional treatment effect in randomized clinical trials with binary outcomes, researchers and regulatory agencies recommend using g-computation as a reliable method of cov
Externí odkaz:
http://arxiv.org/abs/2302.10404
Autor:
Chen, Man, Pustejovsky, James E.
Publikováno v:
Psychological Methods; Jun2024, Vol. 29 Issue 3, p537-560, 24p
Autor:
Zejnullahi, Rrita1,2 (AUTHOR) rritaz@uic.edu, Hedges, Larry V.3 (AUTHOR)
Publikováno v:
Research Synthesis Methods. Jan2024, Vol. 15 Issue 1, p44-60. 17p.
Publikováno v:
Journal of Causal Inference, Vol 11, Iss 1, Pp 663-85 (2023)
We present two novel approaches to variance estimation of semi-parametric efficient point estimators of the treatment-specific mean: (i) a robust approach that directly targets the variance of the influence function (IF) as a counterfactual mean outc
Externí odkaz:
https://doaj.org/article/a5321aeb2f1543f6bf68237c5ea89b1a
Autor:
Zhang, Enming, Liu, Yunyun
Publikováno v:
In International Journal of Educational Research 2022 112
Autor:
Shaohua Lyu, Claire Shuiqing Zhang, Xinfeng Guo, Anthony Lin Zhang, Jingbo Sun, Genghang Chen, Charlie Changli Xue, Xiaodong Luo
Publikováno v:
Frontiers in Neurology, Vol 13 (2022)
BackgroundMigraine is a prevalent headache disorder with significant impacts on patients' quality of life and economic burden. Chinese herbal medicine (CHM) is commonly prescribed for migraine in China. This review aimed to provide a rigorous evaluat
Externí odkaz:
https://doaj.org/article/33d5095d129e431b9e85d722d02bf9c4
Akademický článek
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Publikováno v:
Journal of Business & Economic Statistics, 2018 Oct 01. 36(4), 672-683.
Externí odkaz:
https://www.jstor.org/stable/45181144
Publikováno v:
Statistical Theory and Related Fields, Vol 7, Iss 2, Pp 159-163 (2023)
To improve the precision of estimation and power of testing hypothesis for an unconditional treatment effect in randomized clinical trials with binary outcomes, researchers and regulatory agencies recommend using g-computation as a reliable method of
Externí odkaz:
https://doaj.org/article/fc63c682afa146028d53a521eacfc10a