Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

From Elsevier
Bibliographic data for series maintained by Catherine Liu ().

Access Statistics for this journal.
Is something missing from the series or not right? See the RePEc data check for the archive and series.

Volume 87, issue C, 2015

Kappa statistic for clustered physician–patients polytomous data pp. 1-17

Zhao Yang and Ming Zhou

A case-deletion diagnostic for penalized calibration estimators and BLUP under linear mixed models in survey sampling pp. 18-33

I. Barranco-Chamorro, M.D. Jiménez-Gamero, J.A. Mayor-Gallego and J.L. Moreno-Rebollo

Regression analysis of multivariate current status data with auxiliary covariates under the additive hazards model pp. 34-45

Yurong Chen, Yanqin Feng and Jianguo Sun

A new estimating equation approach for marginal hazard ratio estimation pp. 46-56

Yi Niu and Yingwei Peng

Faithfulness and learning hypergraphs from discrete distributions pp. 57-72

Anna Klimova, Caroline Uhler and Tamás Rudas

A Bayesian hierarchical model for estimating and partitioning Bernstein polynomial density functions pp. 73-83

Charlotte C. Gard and Elizabeth R. Brown

Model based clustering of high-dimensional binary data pp. 84-101

Yang Tang, Ryan P. Browne and Paul D. McNicholas

Archetypoids: A new approach to define representative archetypal data pp. 102-115

Guillermo Vinué, Irene Epifanio and Sandra Alemany

Adjusted quasi-maximum likelihood estimator for mixed regressive, spatial autoregressive model and its small sample bias pp. 116-135

Dalei Yu, Peng Bai and Chang Ding

Volume 86, issue C, 2015

Entropy test and residual empirical process for autoregressive conditional duration models pp. 1-12

Sangyeol Lee and Haejune Oh

The dual and degrees of freedom of linearly constrained generalized lasso pp. 13-26

Qinqin Hu, Peng Zeng and Lu Lin

An external field prior for the hidden Potts model with application to cone-beam computed tomography pp. 27-41

Matthew T. Moores, Catriona E. Hargrave, Timothy Deegan, Michael Poulsen, Fiona Harden and Kerrie Mengersen

Multiple comparisons for survival data with propensity score adjustment pp. 42-51

Hong Zhu and Bo Lu

Anatomical curve identification pp. 52-64

Adrian W. Bowman, Stanislav Katina, Joanna Smith and Denise Brown

Tree-based varying coefficient regression for longitudinal ordinal responses pp. 65-80

Reto Bürgin and Gilbert Ritschard

Bayesian estimation of a discrete response model with double rules of sample selection pp. 81-96

Rong Zhang, Brett A. Inder and Xibin Zhang

Transdimensional approximate Bayesian computation for inference on invasive species models with latent variables of unknown dimension pp. 97-110

Oksana A. Chkrebtii, Erin K. Cameron, David A. Campbell and Erin M. Bayne

Volume 85, issue C, 2015

Robust nonnegative garrote variable selection in linear regression pp. 1-22

I. Gijbels and I. Vrinssen

The cluster graphical lasso for improved estimation of Gaussian graphical models pp. 23-36

Kean Ming Tan, Daniela Witten and Ali Shojaie

A fast EM algorithm for fitting joint models of a binary response and multiple longitudinal covariates subject to detection limits pp. 37-53

Paul W. Bernhardt, Daowen Zhang and Huixia Judy Wang

GEE type inference for clustered zero-inflated negative binomial regression with application to dental caries pp. 54-66

Maiying Kong, Sheng Xu, Steven M. Levy and Somnath Datta

Sample size methods for constructing confidence intervals for the intra-class correlation coefficient pp. 67-83

Kevin K. Dobbin and Alexei C. Ionan

Bayesian threshold selection for extremal models using measures of surprise pp. 84-99

J. Lee, Y. Fan and S.A. Sisson

Volume 84, issue C, 2015

Nonparametric estimation of pair-copula constructions with the empirical pair-copula pp. 1-13

Ingrid Hobæk Haff and Johan Segers

Approximate maximum likelihood estimation of the autologistic model pp. 14-26

Marco Bee, Giuseppe Espa and Diego Giuliani

An exact polynomial time algorithm for computing the least trimmed squares estimate pp. 27-40

Karel Klouda

A Gaussian pseudolikelihood approach for quantile regression with repeated measurements pp. 41-53

Liya Fu, You-Gan Wang and Min Zhu

A penalized simulated maximum likelihood approach in parameter estimation for stochastic differential equations pp. 54-67

Libo Sun, Chihoon Lee and Jennifer A. Hoeting

Iterated Bernstein operators for distribution function and density estimation: Balancing between the number of iterations and the polynomial degree pp. 68-84

Claude Manté

A pseudo-likelihood approach for estimating diagnostic accuracy of multiple binary medical tests pp. 85-98

Wei Liu, Bo Zhang, Zhiwei Zhang, Baojiang Chen and Xiao-Hua Zhou

A semiparametric Bayesian approach for joint-quantile regression with clustered data pp. 99-115

Woosung Jang and Huixia Judy Wang

Confidence interval construction for the Youden index based on partially validated series pp. 116-134

Wai-Yin Poon, Shi-Fang Qiu and Man-Lai Tang

A new MM algorithm for constrained estimation in the proportional hazards model pp. 135-151

Jieli Ding, Guo-Liang Tian and Kam Chuen Yuen

Volume 83, issue C, 2015

Accurate ensemble pruning with PL-bagging pp. 1-13

Dongjun Chung and Hyunjoong Kim

Stationary bootstrapping for semiparametric panel unit root tests pp. 14-25

Eunju Hwang and Dong Wan Shin

Inference on the Weibull distribution based on record values pp. 26-36

Bing Xing Wang and Zhi-Sheng Ye

Prediction intervals for integrals of Gaussian random fields pp. 37-51

Victor De Oliveira and Bazoumana Kone

Checking the adequacy for a distortion errors-in-variables parametric regression model pp. 52-64

Jun Zhang, Gaorong Li and Zhenghui Feng

Modeling and forecasting duration-dependent mortality rates pp. 65-81

Marcus C. Christiansen, Andreas Niemeyer and Lucia Teigiszerová

Performance measures of the bivariate random effects model for meta-analyses of diagnostic accuracy pp. 82-90

Mireya Diaz

Computation of optimum reliability acceptance sampling plans in presence of hybrid censoring pp. 91-100

Ritwik Bhattacharya, Biswabrata Pradhan and Anup Dewanji

Adaptive Metropolis algorithm using variational Bayesian adaptive Kalman filter pp. 101-115

Isambi S. Mbalawata, Simo Särkkä, Matti Vihola and Heikki Haario

Likelihood inference for generalized Pareto distribution pp. 116-128

Joan del Castillo and Isabel Serra

Multi-way PLS regression: Monotony convergence of tri-linear PLS2 and optimality of parameters pp. 129-139

Mohamed Hanafi, Samia Samar Ouertani, Julien Boccard, Gérard Mazerolles and Serge Rudaz

Regression analysis of bivariate current status data under the Gamma-frailty proportional hazards model using the EM algorithm pp. 140-150

Naichen Wang, Lianming Wang and Christopher S. McMahan

A class of transformed hazards models for recurrent gap times pp. 151-167

Fangyuan Kang, Liuquan Sun and Xingqiu Zhao

A Monte Carlo approach to quantifying model error in Bayesian parameter estimation pp. 168-181

Staci A. White and Radu Herbei

Systematic physics constrained parameter estimation of stochastic differential equations pp. 182-199

Daniel Peavoy, Christian L.E. Franzke and Gareth O. Roberts

Type I multivariate zero-inflated Poisson distribution with applications pp. 200-222

Yin Liu and Guo-Liang Tian

Mixtures of common t-factor analyzers for modeling high-dimensional data with missing values pp. 223-235

Wan-Lun Wang

Domain selection for the varying coefficient model via local polynomial regression pp. 236-250

Dehan Kong, Howard D. Bondell and Yichao Wu

Nonparametric Stein-type shrinkage covariance matrix estimators in high-dimensional settings pp. 251-261

Anestis Touloumis

High finite-sample efficiency and robustness based on distance-constrained maximum likelihood pp. 262-274

Ricardo A. Maronna and Victor J. Yohai

Testing predictor significance with ultra high dimensional multivariate responses pp. 275-286

Yingying Ma, Wei Lan and Hansheng Wang

Three-step estimation of latent Markov models with covariates pp. 287-301

Francesco Bartolucci, Giorgio E. Montanari and Silvia Pandolfi