Stochastic contagion models without immunity: their long term behaviour and the optimal level of treatment
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DOI: 10.1007/s10100-018-0526-y
Abstract: In this paper we analyze two stochastic versions of one of the simplest classes of contagion models, namely so-called SIS models. Several formulations of such models, based on stochastic differential equations, have been recently discussed… read more here.
Keywords: sis; contagion models; level treatment; optimal level ... See more keywords
Consumer Factors Predicting Level of Treatment Response to Illness Management and Recovery
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DOI: 10.1037/prj0000284
Abstract: Objective: This study aims to identify consumer-level predictors of level of treatment response to illness management and recovery (IMR) to target the appropriate consumers and aid psychiatric rehabilitation settings in developing intervention adaptations. Method: Secondary… read more here.
Keywords: treatment response; treatment; level; consumer ... See more keywords
A Machine-Learning Approach for Estimating Subgroup- and Individual-Level Treatment Effects: An Illustration Using the 65 Trial
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DOI: 10.1177/0272989x221100717
Abstract: Personalizing treatment recommendations or guidelines requires evidence about the heterogeneity of treatment effects (HTE). Machine-learning (ML) approaches can explore HTE by considering many covariates, including complex interactions between them. Causal ML approaches can avoid overfitting,… read more here.
Keywords: treatment effects; level treatment; individual level; treatment ... See more keywords