Browsing by Subject "Dirichlet process"
Now showing items 1-3 of 3
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(2018-08-28)In this dissertation, first, a flexible model is introduced using a mixture of the Negative Binomial (NB) distribution and a random distribution characterized by Dirichlet process (DP) (referred to as NB-DP). This modeling ...
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Bayesian Semiparametric Density Deconvolution and Regression in the Presence of Measurement Errors (2014-06-24)Although the literature on measurement error problems is quite extensive, solutions to even the most fundamental measurement error problems like density deconvolution and regression with errors-in-covariates are available ...
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(2012-02-14)We are concerned with testing for differential expression and consider three different aspects of such testing procedures. First, we develop an exact ANOVA type model for discrete gene expression data, produced by ...