Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

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Volume 80, issue C, 2014

The bivariate Sinh-Elliptical distribution with applications to Birnbaum–Saunders distribution and associated regression and measurement error models pp. 1-16

Filidor Vilca, N. Balakrishnan and Camila Borelli Zeller

A Bayesian approach to estimating animal density from binary acoustic transects pp. 17-25

Julie Horrocks and Matthew Rueffer

The complexity of computation and approximation of the t-ratio over one-dimensional interval data pp. 26-43

Michal Černý and Milan Hladík

Minimum density power divergence estimator for Poisson autoregressive models pp. 44-56

Jiwon Kang and Sangyeol Lee

Evaluation of the Fisher information matrix in nonlinear mixed effect models using adaptive Gaussian quadrature pp. 57-69

Thu Thuy Nguyen and France Mentré

Intra-cluster correlation structure in longitudinal data analysis: Selection criteria and misspecification tests pp. 70-77

Jianwen Xu and You-Gan Wang

Markov transition model to dementia with death as a competing event pp. 78-88

Shaoceng Wei, Liou Xu and Richard J. Kryscio

Notes on testing equality in binary data under a three period crossover design pp. 89-98

Kung-Jong Lui, William G. Cumberland and Kuang-Chao Chang

RMCMC: A system for updating Bayesian models pp. 99-110

F. Din-Houn Lau and Axel Gandy

Bayesian Cholesky factor models in random effects covariance matrix for generalized linear mixed models pp. 111-116

Keunbaik Lee and Jae Keun Yoo

Stable estimation of a covariance matrix guided by nuclear norm penalties pp. 117-128

Eric C. Chi and Kenneth Lange

Variable selection by Random Forests using data with missing values pp. 129-139

A. Hapfelmeier and K. Ulm

Robust estimation for survival partially linear single-index models pp. 140-152

Xiaoguang Wang and Xinyong Shi

Bounding rare event probabilities in computer experiments pp. 153-166

Yves Auffray, Pierre Barbillon and Jean-Michel Marin

A transdimensional approximate Bayesian computation using the pseudo-marginal approach for model choice pp. 167-183

Genya Kobayashi

Stable computational methods for additive binomial models with application to adjusted risk differences pp. 184-196

Mark W. Donoghoe and Ian C. Marschner

Partially linear structure identification in generalized additive models with NP-dimensionality pp. 197-208

Heng Lian, Pang Du, YuanZhang Li and Hua Liang

Selection of fixed effects in high dimensional linear mixed models using a multicycle ECM algorithm pp. 209-222

Florian Rohart, Magali San Cristobal and Béatrice Laurent

Variational inferences for partially linear additive models with variable selection pp. 223-239

Kaifeng Zhao and Heng Lian

Efficient MCMC for temporal epidemics via parameter reduction pp. 240-250

Fei Xiang and Peter Neal

Volume 78, issue C, 2014

Center-within-trial versus trial-level evaluation of surrogate endpoints pp. 1-20

Lindsay A. Renfro, Qian Shi, Yuan Xue, Junlong Li, Hongwei Shang and Daniel J. Sargent

Statistical inference for the geometric distribution based on δ-records pp. 21-32

Raúl Gouet, F. Javier López, Lina P. Maldonado and Gerardo Sanz

M-regression, false discovery rates and outlier detection with application to genetic association studies pp. 33-42

V.M. Lourenço and A.M. Pires

Testing proportionality of two large-dimensional covariance matrices pp. 43-55

Lin Xu, Baisen Liu, Shurong Zheng and Shaokun Bao

Bayesian nonparametric classification for spectroscopy data pp. 56-68

Luis Gutiérrez, Eduardo Gutiérrez-Peña and Ramsés H. Mena

Three-group ROC analysis: A nonparametric predictive approach pp. 69-81

Tahani Coolen-Maturi, Faiza F. Elkhafifi and Frank P.A. Coolen

Parameter estimation via stochastic variants of the ECM algorithm with applications to plant growth modeling pp. 82-99

S. Trevezas, S. Malefaki and P.-H. Cournède

Modeling rating data with Nonlinear CUB models pp. 100-118

Marica Manisera and Paola Zuccolotto

Efficient classification for longitudinal data pp. 119-134

Xianlong Wang and Annie Qu

Model based on skew normal distribution for square contingency tables with ordinal categories pp. 135-140

Kouji Yamamoto and Hidetoshi Murakami

A modified conditional Metropolis–Hastings sampler pp. 141-152

Alicia A. Johnson and James M. Flegal

Fast highly efficient and robust one-step M-estimators of scale based on Qn pp. 153-158

Pavel O. Smirnov and Georgy L. Shevlyakov

Small area prediction for a unit-level lognormal model pp. 159-175

Emily Berg and Hukum Chandra

Variable and boundary selection for functional data via multiclass logistic regression modeling pp. 176-185

Hidetoshi Matsui

Transformation-based estimation pp. 186-205

Zhenghui Feng, Tao Wang and Lixing Zhu

Simultaneous monitoring of process mean vector and covariance matrix via penalized likelihood estimation pp. 206-217

Kaibo Wang, Arthur B. Yeh and Bo Li

A sampling algorithm for bandwidth estimation in a nonparametric regression model with a flexible error density pp. 218-234

Xibin Zhang, Maxwell King and Han Lin Shang

On infimum Dickey–Fuller unit root tests allowing for a trend break under the null pp. 235-242

David Harvey, Stephen Leybourne and Robert Taylor

Volume 77, issue C, 2014

Joint inference about sensitivity and specificity at the optimal cut-off point associated with Youden index pp. 1-13

Jingjing Yin and Lili Tian

Exact sequential test of equivalence hypothesis based on bivariate non-central t-statistics pp. 14-24

Fang Liu and Qing Li

Fast approximate L∞ minimization: Speeding up robust regression pp. 25-37

Fumin Shen, Chunhua Shen, Rhys Hill, Anton van den Hengel and Zhenmin Tang

A comparison of simulated annealing algorithms for variable selection in principal component analysis and discriminant analysis pp. 38-53

Michael J. Brusco

On the use of marginal posteriors in marginal likelihood estimation via importance sampling pp. 54-69

Konstantinos Perrakis, Ioannis Ntzoufras and Mike Tsionas

GEE for longitudinal ordinal data: Comparing R-geepack, R-multgee, R-repolr, SAS-GENMOD, SPSS-GENLIN pp. 70-83

Nazanin Nooraee, Geert Molenberghs and Edwin R. van den Heuvel

A Bayesian mixture of lasso regressions with t-errors pp. 84-97

Alberto Cozzini, Ajay Jasra, Giovanni Montana and Adam Persing

Multivariate distributions with proportional reversed hazard marginals pp. 98-112

Debasis Kundu, Manuel Franco and Juana-Maria Vivo

Semiparametric Bayesian joint models of multivariate longitudinal and survival data pp. 113-129

Nian-Sheng Tang, An-Min Tang and Dong-Dong Pan

Strong consistency and rates of convergence for a random estimator of a fuzzy set pp. 130-145

Pedro Terán and Miguel López-Díaz

Variable assessment in latent class models pp. 146-156

Q. Zhang and E.H. Ip

Sample size determination for estimating prevalence and a difference between two prevalences of sensitive attributes using the non-randomized triangular design pp. 157-169

Shi-Fang Qiu, G.Y. Zou and Man-Lai Tang

Partially linear modeling of conditional quantiles using penalized splines pp. 170-187

Chaojiang Wu and Yan Yu

Statistical inference for population quantiles and variance in judgment post-stratified samples pp. 188-205

Omer Ozturk

Semi-parametric estimation of Brown–Proschan preventive maintenance effects and intrinsic wear-out pp. 206-222

Luc Doyen

Screening active factors in supersaturated designs pp. 223-232

Ujjwal Das, Sudhir Gupta and Shuva Gupta

Parsimonious parameterization of correlation matrices using truncated vines and factor analysis pp. 233-251

Eike C. Brechmann and Harry Joe

Discovering and orienting the edges connected to a target variable in a DAG via a sequential local learning approach pp. 252-266

Changzhang Wang, You Zhou, Qiang Zhao and Zhi Geng

Compound Poisson INAR(1) processes: Stochastic properties and testing for overdispersion pp. 267-284

Sebastian Schweer and Christian H. Weiß

A new sliced inverse regression method for multivariate response pp. 285-299

R. Coudret, S. Girard and J. Saracco

Making classifier performance comparisons when ROC curves intersect pp. 300-312

Chiara Gigliarano, Silvia Figini and Pietro Muliere

Nonparametric additive model with grouped lasso and maximizing area under the ROC curve pp. 313-325

Sungwoo Choi and Junyong Park

Mixtures of skew-t factor analyzers pp. 326-335

Paula M. Murray, Ryan P. Browne and Paul D. McNicholas

Monotone splines lasso pp. 336-351

Linn Cecilie Bergersen, Kukatharmini Tharmaratnam and Ingrid K. Glad

Adaptive likelihood ratio approaches for the detection of space–time disease clusters pp. 352-370

Max Sousa de Lima and Luiz Henrique Duczmal

Asymmetric ν-tube support vector regression pp. 371-382

Xiaolin Huang, Lei Shi, Kristiaan Pelckmans and Johan A.K. Suykens