Estimation and extrapolation of optimal treatment and testing strategies

We review recent developments in the estimation of an optimal treatment strategy or regime from longitudinal data collected in an observational study. We also propose novel methods for using the data obtained from an observational database in one health-care system to determine the optimal treatment...

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Detalles Bibliográficos
Autores principales: Robins, J., Orellana, L., Rotnitzky, A.
Formato: JOUR
Materias:
Causal inference
Dynamic regime
Marginal structural model
Value of information
antiretrovirus agent
CD4 lymphocyte count
clinical protocol
clinical trial
diagnostic test
drug response
health care system
health status
highly active antiretroviral therapy
human
Human immunodeficiency virus infection
medical information
observational study
prognosis
review
risk assessment
statistical analysis
statistical model
survival time
Antiretroviral Therapy, Highly Active
Bias (Epidemiology)
Data Interpretation, Statistical
HIV Infections
Humans
Longitudinal Studies
Models, Statistical
Prognosis
Treatment Outcome
Acceso en línea:http://hdl.handle.net/20.500.12110/paper_02776715_v27_n23_p4678_Robins
Aporte de:
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires

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