Search Results - subject:"targeted maximum likelihood"

Gauging the impact of Ethiopia’s productive safety net programme on agriculture: Application of targeted maximum likelihood estimation approach

Bahru, Bezawit Adugna; Zeller, Manfred - In: Journal of Agricultural Economics 73 (2021) 1, pp. 257-276

maximum likelihood estimation method. We find no evidence that PSNP participation improved technology adoption, time spent in … outcomes. We use data from the Living Standard Measurement Study—Integrated Survey on Agriculture and apply the targeted …

Persistent link: https://www.econbiz.de/10014485902

Gauging the impact of Ethiopia's productive safety net programme on agriculture : application of targeted maximum likelihood estimation approach

Bahru, Bezawit Adugna; Zeller, Manfred - In: Journal of agricultural economics : JAE 73 (2022) 1, pp. 257-276

Persistent link: https://www.econbiz.de/10012821205

Robust and Flexible Estimation of Stochastic Mediation Effects: A Proposed Method and Example in a Randomized Trial Setting

Rudolph, Kara E.; Sofrygin, Oleg; Zheng, Wenjing; van … - In: Epidemiologic Methods 7 (2017) 1

Abstract Background Causal mediation analysis can improve understanding of the mechanisms underlying epidemiologic associations. However, the utility of natural direct and indirect effect estimation has been limited by the assumption of no confounder of the mediator-outcome relationship that is...

Persistent link: https://www.econbiz.de/10014590633

Longitudinal Mediation Analysis with Time-varying Mediators and Exposures, with Application to Survival Outcomes

Zheng, Wenjing; van der Laan, Mark - In: Journal of Causal Inference 5 (2017) 2

Targeted Maximum Likelihood Estimation, we use these efficient influence curves to construct multiply robust and efficient …

Persistent link: https://www.econbiz.de/10014610843