Estimating Response-Maximized Decision Rules With Applications to Breastfeeding

By Erica E. Moodie, Robert William Platt, M. Kramer. 2009

58 citations recorded by the source corpus.

Subfields: Epidemiology, Pediatrics, Perinatology and Child Health, Public Health, Environmental and Occupational Health

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Epidemiology

1. Donglin Zeng
2. Michael R. Kosorok

In Pediatrics, Perinatology and Child Health

1. Donglin Zeng
2. Michael R. Kosorok

In Public Health, Environmental and Occupational Health

1. Donglin Zeng
2. Michael R. Kosorok
3. J. Barrett

Citations in the corpus

• Penalized Q-Learning for Dynamic Treatment Regimens (2015, methodology): “Other related literature includes likelihood-based methods (Thall et al., 2000, 2002, 2007) and semiparametric methods (Murphy, 2003; Robins, 2004; Lunceford et al., 2002; Wahed and Tsiatis, 2004, 2006; Moodie et al., 2009).”
• Estimating Individualized Treatment Rules Using Outcome Weighted Learning (2012, methodology): “Previous approaches to estimating optimal ITR first estimate E(R|X, A), using the observed data via parametric or semiparametric models, and then estimate the optimal decision rule by comparing the predicted value E(R|X, A = 1) versus E(R|X, A = −1) (Robins 2004; Moodie et al. 2009; Qian & Murphy 20”
• Doubly Robust Estimation of Optimal Dynamic Treatment Regimes (2013, background): “[13] for examples of models with different parameters at different timepoints.”