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pro vyhledávání: '"Spicker, Dylan"'
Dynamic treatment regimes (DTRs) are sequences of functions that formalize the process of precision medicine. DTRs take as input patient information and output treatment recommendations. A major focus of the DTR literature has been on the estimation
Externí odkaz:
http://arxiv.org/abs/2402.12555
Autor:
Ramsay, Kelly, Spicker, Dylan
We develop $(\epsilon,\delta)$-differentially private projection-depth-based medians using the propose-test-release (PTR) and exponential mechanisms. Under general conditions on the input parameters and the population measure, (e.g. we do not assume
Externí odkaz:
http://arxiv.org/abs/2312.07792
Autor:
Spicker, Dylan, Nazemi, Amir, Hutchinson, Joy, Fieguth, Paul, Kirkpatrick, Sharon I., Wallace, Michael, Dodd, Kevin W.
Dietary intake data are routinely drawn upon to explore diet-health relationships. However, these data are often subject to measurement error, distorting the true relationships. Beyond measurement error, there are likely complex synergistic and somet
Externí odkaz:
http://arxiv.org/abs/2311.09338
The presence of measurement error is a widespread issue which, when ignored, can render the results of an analysis unreliable. Numerous corrections for the effects of measurement error have been proposed and studied, often under the assumption of a n
Externí odkaz:
http://arxiv.org/abs/2111.02863
Measurement error is a pervasive issue which renders the results of an analysis unreliable. The measurement error literature contains numerous correction techniques, which can be broadly divided into those which aim to produce exactly consistent esti
Externí odkaz:
http://arxiv.org/abs/2106.07401
Autor:
Spicker, Dylan, Wallace, Michael
Precision medicine incorporates patient-level covariates to tailor treatment decisions, seeking to improve outcomes. In longitudinal studies with time-varying covariates and sequential treatment decisions, precision medicine can be formalized with dy
Externí odkaz:
http://arxiv.org/abs/1907.11659
Publikováno v:
Stat; Dec2024, Vol. 13 Issue 1, p1-14, 14p
Publikováno v:
Canadian Journal of Statistics; Jun2024, Vol. 52 Issue 2, p477-499, 23p
Autor:
Liebowitz, Jay, Chan, Yolande, Jenkin, Tracy, Spicker, Dylan, Paliszkiewicz, Joanna, Babiloni, Fabio
Publikováno v:
VINE Journal of Information and Knowledge Management Systems, 2019, Vol. 49, Issue 4, pp. 531-545.
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