Targeted maximum likelihood estimation of causal effects with interference: A simulation study
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DOI: 10.1002/sim.9525
Abstract: Interference, the dependency of an individual's potential outcome on the exposure of other individuals, is a common occurrence in medicine and public health. Recently, targeted maximum likelihood estimation (TMLE) has been extended to settings of… read more here.
Keywords: targeted maximum; likelihood estimation; interference; maximum likelihood ... See more keywords
Long-term effects of asthma medication on asthma symptoms: an application of the targeted maximum likelihood estimation
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DOI: 10.1186/s12874-020-01175-9
Abstract: Background Long-term effectiveness of asthma control medication has been shown in clinical trials but results from observational studies with children and adolescents are lacking. Marginal structural models estimated using targeted maximum likelihood methods are a… read more here.
Keywords: likelihood estimation; maximum likelihood; asthma symptoms; medication ... See more keywords
Estimating the Causal Impact of Proximity to Gold and Copper Mines on Respiratory Diseases in Chilean Children: An Application of Targeted Maximum Likelihood Estimation
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DOI: 10.3390/ijerph15010039
Abstract: In a town located in a desert area of Northern Chile, gold and copper open-pit mining is carried out involving explosive processes. These processes are associated with increased dust exposure, which might affect children’s respiratory… read more here.
Keywords: respiratory diseases; targeted maximum; gold copper; copper ... See more keywords