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Prediction accuracy measures for time-to-event models with left-truncated and right-censored data

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2021; 91 (13)

Many time-to-event models have been developed for left-truncated and right-censored (LTRC) data, which arise in many applications involving follow-up ......

A fast adaptive Lasso for the cox regression via safe screening rules

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2021; 91 (14)

Some interesting recent studies have shown that safe feature elimination screening algorithms are useful alternatives in solving large scale and/or ul......

Coordinate majorization descent algorithm for nonconvex penalized regression

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2021; 91 (13)

In this paper, a family of coordinate majorization descent algorithms are proposed for solving the nonconvex penalized learning problems including SCA......

A Polya-Gamma sampler for a generalized logistic regression

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2021; 91 (14)

In this paper, we introduce a novel Bayesian data augmentation approach for estimating the parameters of the generalized logistic regression model. We......

Bayesian inverse regression for supervised dimension reduction with small datasets

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2021; 91 (14)

We consider supervised dimension reduction problems, namely to identify a low dimensional projection of the predictors x which can retain the statisti......

Fuzzy c-means clustering with conditional probability based K-L information regularization

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2021; 91 (13)

Fuzzy c-means with regularization by K-L information (KLFCM) is an objective function method for clustering, which is regarded as a fuzzy counterpart ......

Logarithmic calibration for nonparametric multiplicative distortion measurement errors models

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2021; 91 (13)

A logarithmic calibration estimation procedure is proposed for nonparametric regression models under the multiplicative distortion measurement errors ......

Classical and Bayesian estimation of the index C ( pmk ) and its confidence intervals for normally distributed quality characteristic

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, ; ()

In this article we consider the process capability index (PCI) $C_{pmk}$ which can be used for normal random variables. The objective of this article ......

Generalized fiducial inference for the Lomax distribution

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, ; ()

For the point and interval estimation of the scale and shape parameters of the Lomax distribution, the frequentist method is invalid and the Bayesian ......

Redrawing-resampling rejection controlled sequential importance sampling

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, ; ()

Monte Carlo computation has been widely applied in the field of dynamic systems. This paper focuses on the general framework in the implementation of ......

Inference for a general family of inverted exponentiated distributions with partially observed competing risks under generalized progressive hybrid censoring

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, ; ()

In this paper, statistical inference for a competing risks model is discussed when latent failure times belong to a general family of inverted exponen......

Adaptive multivariate EWMA charts for monitoring sparse mean shifts based on parameter optimization design

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, ; ()

High-dimensional data is becoming increasingly important in modern manufacturing environments, while brings difficulties for process monitoring at the......

Comparison of BINAR(1) models with bivariate negative binomial innovations and explanatory variables

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, ; ()

The bivariate integer-valued autoregressive model of order 1 (BINAR(1)) is popular in fitting bivariate time series of counts, and the bivariate negat......

Bayesian bootstrap adaptive lasso estimators of regression models

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, ; ()

This paper proposes a modified adaptive lasso method by the Bayesian bootstrap (BBAL) and approximates the posterior distributions of parameters for a......

Exact distribution of the F-statistic under heteroskedasticity of unknown form for improved inference

期刊: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, ; ()

In this paper, we derive the exact finite sample distribution of the F (=t(2)) statistic for a single linear restriction on the regression parameters.......

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