Bayesian Semiparametric Density Deconvolution in the Presence of Conditionally Heteroscedastic Measurement Errors - Sarkar, Abhra; Mallick, Bani K.; Staudenmayer, John; Pati, Debdeep; Carroll, Raymond J. (Journal of computational and graphical statistics, 2014)
Keywords: B-spline; Bayesian analysis; Bayesian Methods; Conditional heteroscedasticity; Density; Density estimation; Dirichlet problem; Dirichlet process mixture models; Epidemiology; Error rates; Estimating techniques; Estimation methods; Mathematical models; Measurement errors; Nonparametric models; Parametric models; Random variables; Sample size; Simulations; Skew-normal distribution; Statistical variance; Studies; Variance function; Measurement errors; Variance function; Dirichlet process mixture models; Skew-normal distribution; B-spline; Density deconvolution; Conditional heteroscedasticity