Estimation and extrapolation of optimal treatment and testing strategies.
about
A "SMART" design for building individualized treatment sequencesCausal models and learning from data: integrating causal modeling and statistical estimationExperimental design and primary data analysis methods for comparing adaptive interventions.Q-learning for estimating optimal dynamic treatment rules from observational data.Dynamic Treatment RegimesInference about the expected performance of a data-driven dynamic treatment regime.Optimization of multi-stage dynamic treatment regimes utilizing accumulated dataUsing pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategyDiscussion of Identification, Estimation and Approximation of Risk under Interventions that Depend on the Natural Value of Treatment Using Observational Data, by Jessica Young, Miguel Hernán, and James Robins.Estimation of the optimal regime in treatment of prostate cancer recurrence from observational data using flexible weighting models.Estimation of dose-response functions for longitudinal data using the generalised propensity score.Effect of early versus deferred antiretroviral therapy for HIV on survival.Marginal structural Cox models for estimating the association between β-interferon exposure and disease progression in a multiple sclerosis cohortWhen to initiate combined antiretroviral therapy to reduce mortality and AIDS-defining illness in HIV-infected persons in developed countries: an observational study.Estimating Optimal Dynamic Regimes: Correcting Bias under the Null: [Optimal dynamic regimes: bias correction]Diagnosing and responding to violations in the positivity assumptionIntroduction to SMART designs for the development of adaptive interventions: with application to weight loss research.An information criterion for marginal structural models.A multiple imputation strategy for sequential multiple assignment randomized trialsQ-LEARNING WITH CENSORED DATA.Dynamic treatment regimes: technical challenges and applicationsMethods for dealing with time-dependent confounding.Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial.Estimating the optimal CD4 count for HIV-infected persons to start antiretroviral therapyQ- and A-learning Methods for Estimating Optimal Dynamic Treatment Regimes.Estimating the Causal Effect of Low Tidal Volume Ventilation on Survival in Patients with Acute Lung InjuryEstimating absolute risks in the presence of nonadherence: an application to a follow-up study with baseline randomizationTargeted Learning of the Mean Outcome under an Optimal Dynamic Treatment Rule.Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available.The Impact of Different CD4 Cell-Count Monitoring and Switching Strategies on Mortality in HIV-Infected African Adults on Antiretroviral Therapy: An Application of Dynamic Marginal Structural Models.Evaluation of Viable Dynamic Treatment Regimes in a Sequentially Randomized Trial of Advanced Prostate Cancer.Estimating the optimal dynamic antipsychotic treatment regime: Evidence from the sequential multiple assignment randomized CATIE Schizophrenia Study.Identifying a set that contains the best dynamic treatment regimes.Using decision lists to construct interpretable and parsimonious treatment regimes.A robust method for estimating optimal treatment regimes.Estimating Optimal Treatment Regimes from a Classification Perspective.Compound treatments and transportability of causal inferenceImpact of specific glucose-control strategies on microvascular and macrovascular outcomes in 58,000 adults with type 2 diabetes.Robust estimation of optimal dynamic treatment regimes for sequential treatment decisionsOptimal CD4 count for initiating HIV treatment: impact of CD4 observation frequency and grace periods, and performance of dynamic marginal structural models.
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Estimation and extrapolation of optimal treatment and testing strategies.
description
article científic
@ca
article scientifique
@fr
articolo scientifico
@it
artigo científico
@pt
bilimsel makale
@tr
scientific article published on October 2008
@en
vedecký článok
@sk
vetenskaplig artikel
@sv
videnskabelig artikel
@da
vědecký článek
@cs
name
Estimation and extrapolation of optimal treatment and testing strategies.
@en
Estimation and extrapolation of optimal treatment and testing strategies.
@nl
type
label
Estimation and extrapolation of optimal treatment and testing strategies.
@en
Estimation and extrapolation of optimal treatment and testing strategies.
@nl
prefLabel
Estimation and extrapolation of optimal treatment and testing strategies.
@en
Estimation and extrapolation of optimal treatment and testing strategies.
@nl
P356
P1476
Estimation and extrapolation of optimal treatment and testing strategies
@en
P2093
Andrea Rotnitzky
James Robins
P304
P356
10.1002/SIM.3301
P407
P577
2008-10-01T00:00:00Z