Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

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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

Volume 82, issue C, 2015

Weighted kappa statistic for clustered matched-pair ordinal data pp. 1-18

Zhao Yang and Ming Zhou

Analysis of dependent competing risks in the presence of progressive hybrid censoring using Marshall–Olkin bivariate Weibull distribution pp. 19-34

S.H. Feizjavadian and R. Hashemi

Using retrospective sampling to estimate models of relationship status in large longitudinal social networks pp. 35-46

O’Malley, A. James and Sudeshna Paul

Comparison of concordance correlation coefficient via variance components, generalized estimating equations and weighted approaches with model selection pp. 47-58

Miao-Yu Tsai

Double Generalized Threshold Models with constraint on the dispersion by the mean pp. 59-73

K.Y.K. Wu and W.K. Li

An efficient and robust variable selection method for longitudinal generalized linear models pp. 74-88

Jing Lv, Hu Yang and Chaohui Guo

Ridge-based method for finding curvilinear structures from noisy data pp. 89-109

Seppo Pulkkinen

Stein’s method in high dimensional classification and applications pp. 110-125

Junyong Park and DoHwan Park

Cook’s distance for generalized linear mixed models pp. 126-136

Luis Gustavo B. Pinho, Juvêncio S. Nobre and Julio M. Singer

Robust heart rate variability analysis by generalized entropy minimization pp. 137-151

Davide La Vecchia, Lorenzo Camponovo and Davide Ferrari

Ordinal Logic Regression: A classifier for discovering combinations of binary markers for ordinal outcomes pp. 152-163

Bethany J. Wolf, Elizabeth H. Slate and Elizabeth G. Hill

A new adaptive procedure for multiple window scan statistics pp. 164-172

Tung-Lung Wu and Joseph Glaz

A hot deck imputation procedure for multiply imputing nonignorable missing data: The proxy pattern-mixture hot deck pp. 173-185

Danielle Sullivan and Rebecca Andridge

Empirical likelihood ratio confidence interval estimation of best linear combinations of biomarkers pp. 186-198

Xiwei Chen, Albert Vexler and Marianthi Markatou

Kernel multilogit algorithm for multiclass classification pp. 199-206

Oscar Dalmau, Teresa E. Alarcón and Graciela González

Variable selection in general multinomial logit models pp. 207-222

Gerhard Tutz, Wolfgang Pößnecker and Lorenz Uhlmann

A new partially reduced-bias mean-of-order p class of extreme value index estimators pp. 223-237

M. Ivette Gomes, M. Fátima Brilhante, Frederico Caeiro and Dinis Pestana