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pro vyhledávání: '"McKAY, JAMES R."'
The current body of research on developing optimal treatment strategies often places emphasis on intention-to-treat analyses, which fail to take into account the compliance behavior of individuals. Methods based on instrumental variables have been de
Externí odkaz:
http://arxiv.org/abs/2207.08964
Autor:
Bhattacharya, Indrabati, Johnson, Brent A., Artman, William, Wilson, Andrew, Lynch, Kevin G., McKay, James R., Ertefaie, Ashkan
Existing methods in estimating the mean outcome under a given dynamic treatment regime rely on intention-to-treat analyses which estimate the effect of following a certain dynamic treatment regime regardless of compliance behavior of patients. There
Externí odkaz:
http://arxiv.org/abs/2110.00659
Autor:
Votaw, Victoria R., Tuchman, Felicia R., Roos, Corey R., Hebden, Hanna M., McKay, James R., Kiluk, Brian D., Witkiewitz, Katie
Publikováno v:
In Journal of Substance Use and Addiction Treatment August 2024 163
Autor:
Coughlin, Lara N., Zhang, Lan, Frost, Madeline C., Khazanov, Gabriela, McKay, James R., DePhilippis, Dominick, Lin, Lewei (Allison)
Publikováno v:
In Journal of Substance Use and Addiction Treatment August 2024 163
Autor:
Bayrakdarian, Natalie D., Bonar, Erin E., Duguid, Isabelle, Hellman, Lauren, Salino, Sarah, Wilkins, Chelsea, Jannausch, Mary, McKay, James R., Staton, Michele, Dollard, Katherine, Nahum-Shani, Inbal, Walton, Maureen A., Blow, Frederic C., Coughlin, Lara N.
Publikováno v:
In Drug and Alcohol Dependence Reports June 2024 11
Autor:
Yap, Jamie, Dziak, John J., Maiti, Raju, Lynch, Kevin G., McKay, James R., Chakraborty, Bibhas, Nahum-Shani, Inbal
Dynamic treatment regimens (DTRs), also known as treatment algorithms or adaptive interventions, play an increasingly important role in many health domains. DTRs are motivated to address the unique and changing needs of individuals by delivering the
Externí odkaz:
http://arxiv.org/abs/2104.00108
One of the main goals of sequential, multiple assignment, randomized trials (SMART) is to find the most efficacious design embedded dynamic treatment regimes. The analysis method known as multiple comparisons with the best (MCB) allows comparison bet
Externí odkaz:
http://arxiv.org/abs/2008.02341
The cyclical and heterogeneous nature of many substance use disorders highlights the need to adapt the type or the dose of treatment to accommodate the specific and changing needs of individuals. The Adaptive Treatment for Alcohol and Cocaine Depende
Externí odkaz:
http://arxiv.org/abs/2005.10307
Q-learning is a regression-based approach that is widely used to formalize the development of an optimal dynamic treatment strategy. Finite dimensional working models are typically used to estimate certain nuisance parameters, and misspecification of
Externí odkaz:
http://arxiv.org/abs/2003.12427
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