26 citations · 35 across the 5 of their papers we have counts for
5 papers
Statistical Properties of the log-cosh Loss Function Used in Machine Learning
Resve A. Saleh, A. K. Md. Ehsanes Saleh
This paper analyzes a popular loss function used in machine learning called the log-cosh loss function. A number of papers have been published using this loss function but, to date…
Solution to the Non-Monotonicity and Crossing Problems in Quantile Regression
Resve A. Saleh, A. K. Md. Ehsanes Saleh
This paper proposes a new method to address the long-standing problem of lack of monotonicity in estimation of the conditional and structural quantile function, also known as quant…
Restricted LASSO and Double Shrinking
M. Norouzirad, M. Arashi, A. K. Md. Ehsanes Saleh
In the context of multiple regression model, suppose that the vector parameter of interest βis subjected to lie in the subspace hypothesis Hβ= h, where this restriction is based on…
Penalty, Shrinkage, and Preliminary Test Estimators under Full Model Hypothesis
Enayetur Raheem, A. K. Md. Ehsanes Saleh
This paper considers a multiple regression model and compares, under full model hypothesis, analytically as well as by simulation, the performance characteristics of some popular p…
Regression Model With Elliptically Contoured Errors
M. Arashi, A. K. Md E. Saleh, S. M. M. Tabatabaey
For the regression model where the errors follow the elliptically contoured distribution (ECD), we consider the least squares (LS), restricted LS (RLS), preliminary test (PT), Stei…