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Balancing Score Adjusted Targeted Minimum Loss-based Estimation

Lendle, Samuel David; Fireman, Bruce; van der Laan, Mark J. - In: Journal of Causal Inference 3 (2015) 2, pp. 139-155

property, and discuss a class of estimators that have this property. We introduce a targeted minimum loss-based estimator (TMLE …. We investigate the new estimator’s performance relative to other estimators, including another TMLE, a propensity score …

Persistent link: https://www.econbiz.de/10014610792

Testing additive separability of error term in nonparametric structural models

Su, Liangjun; Tu, Yundong; Ullah, Aman - In: Econometric reviews 34 (2015) 6/10, pp. 1057-1088

Persistent link: https://www.econbiz.de/10011483450

Identification, Estimation and Approximation of Risk under Interventions that Depend on the Natural Value of Treatment Using Observational Data

Young, Jessica G.; Hernán, Miguel A.; Robins, James M. - In: Epidemiologic Methods 3 (2014) 1, pp. 1-19

Abstract Robins et al. (2004 , Comparative Quantification of Health Risks: Global and Regional Burden of Disease Attributable to Selected Major Risk Factors. Geneva: World Health Organization) introduced the extended g-formula to estimate from observational data the risk of failure under...

Persistent link: https://www.econbiz.de/10014590587

Indirect treatment comparison

Miladinovic, Branko; Chaimani, Anna; Hozo, Iztok; … - In: Stata Journal 14 (2014) 1, pp. 76-86

This article presents a command, indirect, for the estimation of effects of multiple treatments in the absence of randomized controlled trials for direct comparisons of interventions. Copyright 2014 by StataCorp LP.

Persistent link: https://www.econbiz.de/10010756302

Targeted Data Adaptive Estimation of the Causal Dose–Response Curve

Díaz, Iván; van der Laan, Mark J. - In: Journal of Causal Inference 1 (2013) 2, pp. 171-192

minimum loss–based estimator (CV-TMLE) counterpart. These estimators are proven consistent and efficient under certain … estimators of the treatment and outcome mechanisms. Because the CV-TMLE is a substitution estimator, it is more robust than the … the CV-TMLE and the CV-A-IPTW are explored in a simulation study. …

Persistent link: https://www.econbiz.de/10014610786

Predicting Is Not Explaining: Targeted Learning of the Dative Alternation

Chambaz, Antoine; Desagulier, Guillaume - In: Journal of Causal Inference 4 (2016) 1, pp. 1-30

estimation (TMLE). Through causal analysis, we operationalize the set of scientific questions that we wish to address regarding … the dative alternation. Drawing on the philosophy of TMLE, we answer these questions by targeting some versatile machine …

Persistent link: https://www.econbiz.de/10014610820

Promise keeping, relational closeness, and identifiability : an experimental investigation in China

Cadsby, Charles Bram; Du, Ninghua; Song, Fei; Yao, Lan - In: Journal of behavioral and experimental economics 57 (2015), pp. 120-133

Persistent link: https://www.econbiz.de/10011560944

Estimation in generalised varying-coefficient models with unspecified link functions

Zhang, Wenyang; Li, Degui; Xia, Yingcun - In: Journal of econometrics 187 (2015) 1, pp. 238-255

Persistent link: https://www.econbiz.de/10011498938

Model and predictive uncertainty : a foundation for smooth ambiguity preferences

Denti, Tommaso; Pomatto, Luciano - In: Econometrica : journal of the Econometric Society, an … 90 (2022) 2, pp. 551-584

Persistent link: https://www.econbiz.de/10013190081

Constraints, the identifiability problem and the forecasting of mortality

Currie, Iain D. - In: Annals of actuarial science : publ. by the Institute of … 14 (2020) 2, pp. 537-566

Persistent link: https://www.econbiz.de/10012307374

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