2024
DOI: 10.1177/09622802241242313
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Estimating dynamic treatment regimes for ordinal outcomes with household interference: Application in household smoking cessation

Cong Jiang,
Mary Thompson,
Michael Wallace

Abstract: The focus of precision medicine is on decision support, often in the form of dynamic treatment regimes, which are sequences of decision rules. At each decision point, the decision rules determine the next treatment according to the patient’s baseline characteristics, the information on treatments and responses accrued by that point, and the patient’s current health status, including symptom severity and other measures. However, dynamic treatment regime estimation with ordinal outcomes is rarely studied, and ra… Show more

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