58 citations · 78 across the 15 of their papers we have counts for
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stat.ME2016★ 2 cited
On Affine Invariant Depth Classifiers based on an Adaptive Choice of
Subhajit Dutta, Anil K. Ghosh
In this article, we use L depth for classification of multivariate data, where the value of is chosen adaptively using observations from the training sample. While many dep…
stat.ME2016
Bayesian Variable Selection Under High-dimensional Settings With Grouped Covariates
Pranay Agarwal, Subhajit Dutta, Minerva Mukhopadhyay
Consider the normal linear regression setup when the number of covariates p is much larger than the sample size n, and the covariates form correlated groups. The response variable…
math.ST2016
On Perfect Classification and Clustering for Gaussian Processes
Juan A. Cuesta-Albertos, Subhajit Dutta
In this paper, we propose a data based transformation for infinite-dimensional Gaussian processes and derive its limit theorem. For a classification problem, this transformation in…