Zobrazeno 1 - 10
of 358
pro vyhledávání: '"Dubin, Joel A."'
In causal inference, properly selecting the propensity score (PS) model is a popular topic and has been widely investigated in observational studies. In addition, there is a large literature concerning the missing data problem. However, there are ver
Externí odkaz:
http://arxiv.org/abs/2406.12171
How to deal with missing data in observational studies is a common concern for causal inference. When the covariates are missing at random (MAR), multiple approaches have been provided to help solve the issue. However, if the exposure is MAR, few app
Externí odkaz:
http://arxiv.org/abs/2406.08668
Many observational studies feature irregular longitudinal data, where the observation times are not common across individuals in the study. Further, the observation times may be related to the longitudinal outcome. In this setting, failing to account
Externí odkaz:
http://arxiv.org/abs/2405.15740
Autor:
Krikella, Tatiana, Dubin, Joel A.
Precision medicine is accelerating rapidly in the field of health research. This includes fitting predictive models for individual patients based on patient similarity in an attempt to improve model performance. We propose an algorithm which fits a p
Externí odkaz:
http://arxiv.org/abs/2403.17132
Publikováno v:
Journal of Causal Inference, Vol 12, Iss 1, Pp 581-92 (2024)
In causal inference, interference takes place when the intervention on one unit affects the outcome of other units. Most of the previous methods for estimating network causal effects assume that the covariate information is complete, which may lead t
Externí odkaz:
https://doaj.org/article/f191718064834146bb757129d55a27ab
We propose a new autocorrelation measure for functional time series that we term spherical autocorrelation. It is based on measuring the average angle between lagged pairs of series after having been projected onto the unit sphere. This new measure e
Externí odkaz:
http://arxiv.org/abs/2207.05806
Autor:
Kang, Ji Won, Oremus, Mark, Dubin, Joel, Tyas, Suzanne L., Oga-Omenka, Charity, Golberg, Meira
Publikováno v:
In Archives of Gerontology and Geriatrics October 2024 125
Autor:
Gupta, Adyya, Sacks, Gary, Cameron, Adrian J., Huggins, Catherine E., Peeters, Anna, Backholer, Kathryn, Vanderlee, Lana, White, Christine M., Scapin, Tailane, Gomez-Donoso, Clara, Bennett, Rebecca, Dubin, Joel A, Hammond, David
Publikováno v:
In Preventive Medicine Reports July 2024 43
Publikováno v:
In Journal of Psychiatric Research April 2024 172:236-243
Motivated by the goal of evaluating real-time forecasts of home team win probabilities in the National Basketball Association, we develop new tools for measuring the quality of continuously updated probabilistic forecasts. This includes introducing c
Externí odkaz:
http://arxiv.org/abs/2010.00781