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The Bahadur representation of sample quantiles for phi-mixing random variables and its application

期刊: STATISTICS, 2021; 55 (2)

In this paper, the Bahadur representation of sample quantiles for phi-mixing random variables is investigated without any restriction on the decaying ......

R-optimal two-level supersaturated designs

期刊: STATISTICS, ; ()

At the primary stage of most of scientific investigations, supersaturated designs (SSDs) are extremely cost-effective to scientists and engineers. Boo......

Uniformity criterion for designs with both qualitative and quantitative factors

期刊: STATISTICS, ; ()

Experiments with both qualitative and quantitative factors occur frequently in practical applications. Many construction methods for this kind of desi......

Quantile regression of partially linear single-index model with missing observations

期刊: STATISTICS, ; ()

In this paper, we discuss the quantile regression and variable selection of partially linear single-index model when data are missing at random, which......

Exact likelihood-ratio tests for joint type-II censored exponential data

期刊: STATISTICS, 2020; 54 (3)

Several results based on the likelihood-ratio test have been discussed in the literature for testing the scale parameters of two exponential distribut......

Stochastic comparisons on sample extremes from independent or dependent gamma samples

期刊: STATISTICS, 2020; 54 (4)

This study deals with random variables from gamma samples. For independent samples, it is found that when all the shape parameters are not smaller tha......

Semi-parametric adjustment to computer models

期刊: STATISTICS, 2020; 54 (6)

Computer simulations are widely used in scientific exploration and engineering designs. However, computer outputs usually do not match the reality per......

Robust estimation with modified Huber's function for functional linear models

期刊: STATISTICS, 2020; 54 (6)

In this article, we consider a new robust estimation procedure for functional linear models with both slope function and functional predictor approxim......

A block bootstrap for quasi-likelihood in sparse functional data

期刊: STATISTICS, 2020; 54 (5)

This article utilizes bootstrap quasi-likelihood (QL) to model sparse functional data. The proposed method combines parallel block bootstrap and QL to......

Penalized empirical likelihood for high-dimensional partially linear errors-in-function model with martingale difference errors

期刊: STATISTICS, 2020; 54 (6)

For the high-dimensional partially linear errors-in-function model with martingale difference errors, we, in this paper, propose an empirical log-like......

Relative stochastic orders of weighted frailty models

期刊: STATISTICS, 2020; 54 (5)

In this paper, relative stochastic comparisons of weighted frailty models with respect to relative hazard rate and relative mean residual life orders ......

Asymptotic normality and moderate deviation principle for high-dimensional likelihood ratio statistic on block compound symmetry covariance structure

期刊: STATISTICS, 2020; 54 (1)

The paper considers a high-dimensional likelihood ratio (LR) test on the block compound symmetric (BCS) covariance structure of a multivariate Gaussia......

On the singular value distribution of large-dimensional data matrices whose columns have different correlations

期刊: STATISTICS, 2020; 54 (2)

Suppose is a data matrix whose columns have different correlations. The asymptotic spectral property of when p increases with n has recently been cons......

Bernstein polynomial model for nonparametric multivariate density

期刊: STATISTICS, 2019; 53 (2)

In this paper, we study the Bernstein polynomial model for estimating the multivariate distribution functions and densities with bounded support. As a......

JIF:0.68

Complete and complete moment convergence with applications to the EV regression models

期刊: STATISTICS, 2019; 53 (2)

In this paper, the complete convergence and complete moment convergence for arrays of rowwise m-extended negatively dependent (m-END, for short) rando......

JIF:0.68

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