28 citations · 132 across the 22 of their papers we have counts for
Showing 2016 · stat.MEShow all
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stat.ME2016
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…
stat.ME2016★ 28 cited
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…
stat.ME2016★ 9 cited
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…