198 citations · 888 across the 47 of their papers we have counts for
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Bayesian Non-parametric Simultaneous Quantile Regression for Complete and Grid Data
Priyam Das, Subhashis Ghosal
In this paper, we consider Bayesian methods for non-parametric quantile regressions with multiple continuous predictors ranging values in the unit interval. In the first method, th…
Bayesian Quantile Regression Using Random B-spline Series Prior
Priyam Das, Subhashis Ghoshal
We consider a Bayesian method for simultaneous quantile regression on a real variable. By monotone transformation, we can make both the response variable and the predictor variable…
Analyzing Ozone Concentration by Bayesian Spatio-temporal Quantile Regression
Priyam Das, Subhashis Ghosal
Ground level Ozone is one of the six common air-pollutants on which the EPA has set national air quality standards. In order to capture the spatio-temporal trend of 1-hour and 8-ho…
Bayesian mode and maximum estimation and accelerated rates of contraction
William Weimin Yoo, Subhashis Ghosal
We study the problem of estimating the mode and maximum of an unknown regression function in the presence of noise. We adopt the Bayesian approach by using tensor-product B-splines…