Zobrazeno 1 - 10
of 33
pro vyhledávání: '"Mehrotra, Suchit"'
Autor:
Mehrotra, Suchit
The development and use of dimension reduction methods is prevalent in modern statistical literature. This paper reviews a class of dimension reduction techniques which aim to simultaneously select relevant predictors and find clusters within them wh
Externí odkaz:
http://arxiv.org/abs/2202.08722
Autor:
Romero, Roland Albert A., Deypalan, Mariefel Nicole Y., Mehrotra, Suchit, Jungao, John Titus, Sheils, Natalie E., Manduchi, Elisabetta, Moore, Jason H.
We ascertain and compare the performances of AutoML tools on large, highly imbalanced healthcare datasets. We generated a large dataset using historical administrative claims including demographic information and flags for disease codes in four diffe
Externí odkaz:
http://arxiv.org/abs/2107.10495
Autor:
Mehrotra, Suchit, Maity, Arnab
We present vir, an R package for variational inference with shrinkage priors. Our package implements variational and stochastic variational algorithms for linear and probit regression models, the use of which is a common first step in many applied an
Externí odkaz:
http://arxiv.org/abs/2102.08877
Autor:
Mehrotra, Suchit, Brantley, Halley, Onglao, Peter, Bata, Patricia, Romero, Roland, Westman, Jacob, Bangerter, Lauren, Maity, Arnab
The analysis of large scale medical claims data has the potential to improve quality of care by generating insights which can be used to create tailored medical programs. In particular, the multivariate probit model can be used to investigate the cor
Externí odkaz:
http://arxiv.org/abs/2102.09008
Autor:
Mehrotra, Suchit, Maity, Arnab
We address the problem of multicollinearity in a function-on-scalar regression model by using a prior which simultaneously selects, clusters, and smooths functional effects. Our methodology groups effects of highly correlated predictors, performing d
Externí odkaz:
http://arxiv.org/abs/1906.10286
Autor:
Altieri, Maria S., DeMaria, Eric, Lensing, Cody, Derecho, Jejomar, Fallorina, Rossjyn, Mehrotra, Suchit, Pories, Walter, Irish, William D.
Publikováno v:
In Surgery for Obesity and Related Diseases May 2022 18(5):569-576
Autor:
Altieri, Maria S., DeMaria, Eric, Lensing, Cody, Derecho, Jejomar, Fallorina, Rossjyn, Mehrotra, Suchit, Pories, Walter, Irish, William D.
Publikováno v:
In Surgery for Obesity and Related Diseases February 2022 18(2):196-204
Autor:
Mehrotra, Suchit1 (AUTHOR) smehrot@ncsu.edu, Maity, Arnab1 (AUTHOR)
Publikováno v:
Canadian Journal of Statistics. Mar2022, Vol. 50 Issue 1, p180-199. 20p.
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