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 ......
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......
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......
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......
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......
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 ......
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 ......
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 ......
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 ......
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 ......
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......
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......
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......
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......
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.......