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Residuals in regression models are often spatially correlated.Prominent examples include studies in environmental epidemiology to understand the chronic health effects of pollutants.
Empirical likelihood is a popular nonparametric or semi-parametric statistical method with many nice statistical properties. Yet when the sample size is small, or the dimension of the accompanying est...
The simplex parameterization has at least two attractive features. First, it typically leads to simple MCMC algorithms with good mixing proper- ties regardless of the parameterization used to specif...
We examine the spectral profile bound of Goel, Montenegro and Tetali - for the L mixing time of continuous-time random walk in reversible settings. We find that it is precise up to a loglog factor, an...

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