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stat.ME2023
Federated Statistical Analysis: Non-parametric Testing and Quantile Estimation
Ori Becher, Mira Marcus-Kalish, David M. Steinberg
The age of big data has fueled expectations for accelerating learning. The availability of large data sets enables researchers to achieve more powerful statistical analyses and enh…
stat.ME2020
Efficient Study Design with Multiple Measurement Instruments
Michal Bitan, Malka Gorfine, Laura Rosen +1
Outcomes from studies assessing exposure often use multiple measurements. In previous work, using a model first proposed by Buonoccorsi (1991), we showed that combining direct (e.g…
stat.ME2014
Variable Selection in Bayesian Semiparametric Regression Models
Ofir Harari, David M. Steinberg
In this paper we extend existing Bayesian methods for variable selection in Gaussian process regression, to select both the regression terms and the active covariates in the spatia…