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A new strategy for tripling

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, ; ()

Level permutations of factors can improve space-filling properties of designs, and the properties of the three-level Triple designs constructed by tri......

Bayesian algorithm based on auxiliary variables for estimating item response theory models with non-ignorable missing response data

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, ; ()

Missing responses generally exist in educational and psychological assessments. The statistical inference will lead to serious deviation if the missin......

Weighted bias-corrected restricted statistical inference for heteroscedastic semiparametric varying-coefficient errors-in-variables model

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, ; ()

In this paper, we consider statistical inference for a heteroscedastic semiparametric varying-coefficient partially linear model with measurement erro......

An empirical classification procedure for nonparametric mixture models

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (3)

Suppose that there are two populations which are mixed in proportions. and (1-lambda), respectively, and an investigator wishes to classify an individ......

The adaptivity of thresholding wavelet estimators in heteroscedastic nonparametric model with negatively super-additive dependent errors

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (4)

In this paper, we consider two estimators, a hard thresholding wavelet estimator and a block thresholding wavelet estimator, for the regression functi......

Empirical likelihood of conditional quantile difference with left-truncated and dependent data

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (4)

We, in this paper, apply the smoothed and maximum empirical likelihood (EL) methods to construct the confidence intervals of the conditional quantile ......

Identification of the minimum non-inferior dose in a three-arm non-inferiority trial

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (4)

Non-inferiority (NI) trials have gained recognition as an effective tool with which to search for substitutes for a standard treatment that is associa......

Robust estimation with a modified Huber's loss for partial functional linear models based on splines

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (4)

In this article, we consider a new robust estimation procedure for the partial functional linear model (PFLM) with the slope function approximated by ......

Estimation of semiparametric varying-coefficient spatial autoregressive models with missing in the dependent variable

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (4)

This paper investigates estimation of semiparametric varying-coefficient spatial autoregressive models in which the dependent variable is missing at r......

A new method for regression analysis of interval-censored data with the additive hazards model

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (4)

The additive hazards model is one of the most popular regression models for analyzing failure time data, especially when one is interested in the exce......

Statistical inference for semiparametric varying-coefficient partially linear models with a diverging number of components

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (1)

In applications, other than sample information, some prior information on parameters can be used to improve the estimation efficiency. In the framewor......

Estimating equation for additive hazards model with censored length-biased data

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (1)

Aalen's additive hazards model plays a very important role in survival analysis. In this paper we are interested in the problem of estimating regressi......

Adaptive structure inferences on partially linear error-in-function models with error-prone covariates

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (1)

Model structural inference on semiparametric measurement error models have not been well developed in the existing literature, partially due to the di......

Explicit formulae and implication of the expected values of some nonlinear statistics of tri-variate Gaussian variables

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (1)

We obtain explicit formulae for the expected values E{3 i=1 gi ( Xi)} of standard tri-variate Gaussian random vector X = (X1, X2, X3) over the set gi ......

Testing for covariance matrices in time-varying coefficient panel data models with fixed effects

期刊: JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2020; 49 (1)

In this paper, we study the tests for sphericity and identity of covariance matrices in time-varying coefficient high-dimensional panel data models wi......

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