Measure of Strength of Evidence for Visually Observed Differences between Sub…

For measuring the strength of visually observed subpopulation differences, the Population Difference Criterion is proposed to assess the statistical significance of visually observed subpopulation …

Multiscale Exploratory Analysis of Regression Quantiles Using Quantile siZer

The SiZer methodology proposed by Chaudhuri and Marron (1999) is a valuable tool for conducting exploratory data analysis. Since its inception different versions of SiZer have been proposed in the …

Autocovariance Function Estimation via Penalized Regression

The work revisits the autocovariance function estimation, a fundamental problem in statistical inference for time series. We convert the function estimation problem into constrained penalized regre…

Nonparametric Comparison of Multiple Regression Curves in Scale Space

This article concerns testing the equality of multiple curves in a nonparametric regression context. The proposed test forms an ANOVA type test statistic based on kernel smoothing and examines the …

Comments on “A Gibbs Sampler for a Class of Random Convex Polytopes”

A Bayesian Approach to Multistate Hidden Markov Models : Application to Demen…

Generalized fiducial inference : a review and new results

Generalized fiducial inference for ultrahigh-dimensional regression