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cs.LG2021★ 5 cited
Evaluation of Tree Based Regression over Multiple Linear Regression for Non-normally Distributed Data in Battery Performance
Shovan Chowdhury, Yuxiao Lin, Boryann Liaw +1
Battery performance datasets are typically non-normal and multicollinear. Extrapolating such datasets for model predictions needs attention to such characteristics. This study expl…
math.ST2021
Comparisons of Order Statistics from Some Heterogeneous Discrete Distributions
Shovan Chowdhury, Amarjit Kundu, Surja Kanta Mishra
In this paper, we compare extreme order statistics through vector majorization arising from heterogeneous Poisson and geometric random variables. These comparisons are carried out…