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Computational Statistics & Data Analysis

1983 - 2019

Current editor(s): S.P. Azen

From Elsevier
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Volume 129, issue C, 2019

Bayesian multidimensional scaling procedure with variable selection pp. 1-13 Downloads
L. Lin and D.K.H. Fong
Bayesian functional joint models for multivariate longitudinal and time-to-event data pp. 14-29 Downloads
Kan Li and Sheng Luo
Simultaneous statistical inference in dynamic factor models: Chi-square approximation and model-based bootstrap pp. 30-46 Downloads
Thorsten Dickhaus and Natalia Sirotko-Sibirskaya
Generalized additive partial linear models for analyzing correlated data pp. 47-60 Downloads
Roberto F. Manghi, Francisco José A. Cysneiros and Gilberto A. Paula
Bayesian loss-based approach to change point analysis pp. 61-78 Downloads
Laurentiu C. Hinoveanu, Fabrizio Leisen and Cristiano Villa
Robust tests for gene–environment interaction in case-control and case-only designs pp. 79-92 Downloads
Yong Zang, Wing Kam Fung, Sha Cao, Hon Keung Tony Ng and Chi Zhang
Robust estimation and confidence interval in meta-regression models pp. 93-118 Downloads
Dalei Yu, Chang Ding, Na He, Ruiwu Wang, Xiaohua Zhou and Lei Shi
Greedy active learning algorithm for logistic regression models pp. 119-134 Downloads
Hsiang-Ling Hsu, Yuan-chin Ivan Chang and Ray-Bing Chen
Quantile regression for functional partially linear model in ultra-high dimensions pp. 135-147 Downloads
Haiqiang Ma, Ting Li, Hongtu Zhu and Zhongyi Zhu

Volume 128, issue C, 2018

Exact balanced random imputation for sample survey data pp. 1-16 Downloads
Guillaume Chauvet and Wilfried Do Paco
Generalized confidence interval for the scale parameter of the power-law process with incomplete failure data pp. 17-33 Downloads
Jularat Chumnaul and Mohammad Sepehrifar
Factor-adjusted multiple testing of correlations pp. 34-47 Downloads
Lilun Du, Wei Lan, Ronghua Luo and Pingshou Zhong
Measuring model misspecification: Application to propensity score methods with complex survey data pp. 48-57 Downloads
David Lenis, Benjamin Ackerman and Elizabeth A. Stuart
Quasi-likelihood estimation of the single index conditional variance model pp. 58-72 Downloads
Hongfan Zhang
Correspondence analysis and the Freeman–Tukey statistic: A study of archaeological data pp. 73-86 Downloads
Eric J. Beh, Rosaria Lombardo and Gianmarco Alberti
Estimation and hypothesis test for partial linear multiplicative models pp. 87-103 Downloads
Jun Zhang, Zhenghui Feng and Heng Peng
Inference on zero inflated ordinal models with semiparametric link pp. 104-115 Downloads
Ujjwal Das and Kalyan Das
Semiparametric transformation joint models for longitudinal covariates and interval-censored failure time pp. 116-127 Downloads
Chyong-Mei Chen, Pao-sheng Shen and Yi-Kuan Tseng
ABC model selection for spatial extremes models applied to South Australian maximum temperature data pp. 128-144 Downloads
Xing Ju Lee, Markus Hainy, James P. McKeone, Christopher C. Drovandi and Anthony N. Pettitt
Pairwise distance-based tests for conditional symmetry pp. 145-162 Downloads
Cuizhen Niu, Xu Guo, Yong Li and Lixing Zhu
Sequential data assimilation for 1D self-exciting processes with application to urban crime data pp. 163-183 Downloads
N. Santitissadeekorn, M.B. Short and D.J.B. Lloyd
ICS for multivariate outlier detection with application to quality control pp. 184-199 Downloads
Aurore Archimbaud, Klaus Nordhausen and Anne Ruiz-Gazen
New efficient algorithms for multiple change-point detection with reproducing kernels pp. 200-220 Downloads
A. Celisse, G. Marot, M. Pierre-Jean and G.J. Rigaill
Model comparison for Gibbs random fields using noisy reversible jump Markov chain Monte Carlo pp. 221-241 Downloads
Lampros Bouranis, Nial Friel and Florian Maire
Feature screening for multi-response varying coefficient models with ultrahigh dimensional predictors pp. 242-254 Downloads
Jun Lu and Lu Lin
Visualizing data through curvilinear representations of matrices pp. 255-270 Downloads
Daniel K. Sewell
Likelihood-free inference in high dimensions with synthetic likelihood pp. 271-291 Downloads
Victor M.-H. Ong, David J. Nott, Minh-Ngoc Tran, Scott A. Sisson and Christopher C. Drovandi
An efficient algorithm for sparse inverse covariance matrix estimation based on dual formulation pp. 292-307 Downloads
Peili Li and Yunhai Xiao
Permutation tests for general dependent truncation pp. 308-324 Downloads
Sy Han Chiou, Jing Qian, Elizabeth Mormino and Rebecca A. Betensky
Semiparametric double robust and efficient estimation for mean functionals with response missing at random pp. 325-339 Downloads
Xu Guo, Yun Fang, Xuehu Zhu, Wangli Xu and Lixing Zhu
Generalized biplots for stress-based multidimensionally scaled projections pp. 340-353 Downloads
J.T. Fry, Matt Slifko and Scotland Leman
A Gamma-frailty proportional hazards model for bivariate interval-censored data pp. 354-366 Downloads
Prabhashi W. Withana Gamage, Christopher S. McMahan, Lianming Wang and Wanzhu Tu
Guaranteed conditional ARL performance in the presence of autocorrelation pp. 367-379 Downloads
Christian H. Weiß, Detlef Steuer, Carsten Jentsch and Murat Caner Testik
Recurrence statistics for anomalous diffusion regime change detection pp. 380-394 Downloads
Grzegorz Sikora, Agnieszka Wyłomańska and Diego Krapf
Optimal Bayesian clustering using non-negative matrix factorization pp. 395-411 Downloads
Ketong Wang and Michael D. Porter

Volume 127, issue C, 2018

Copula based generalized additive models for location, scale and shape with non-random sample selection pp. 1-14 Downloads
Małgorzata Wojtyś, Giampiero Marra and Rosalba Radice
Testing for central symmetry and inference of the unknown center pp. 15-31 Downloads
Xinjie Dai, Cuizhen Niu and Xu Guo
Time-varying quantile single-index model for multivariate responses pp. 32-49 Downloads
Weihua Zhao, Yan Zhou and Heng Lian
Web-based statistical tools for the analysis and design of clinical trials that incorporate historical controls pp. 50-68 Downloads
Nan Chen, Bradley P. Carlin and Brian P. Hobbs
Assessing non-inferiority for incomplete paired-data under non-ignorable missing mechanism pp. 69-81 Downloads
Huiqiong Li, Guoliang Tian, Niansheng Tang and Hongyuan Cao
Estimating large covariance matrix with network topology for high-dimensional biomedical data pp. 82-95 Downloads
Shuo Chen, Jian Kang, Yishi Xing, Yunpeng Zhao and Donald K. Milton
Testing k-monotonicity of a discrete distribution. Application to the estimation of the number of classes in a population pp. 96-115 Downloads
J. Giguelay and S. Huet
Inference for differential equation models using relaxation via dynamical systems pp. 116-134 Downloads
Kyoungjae Lee, Jaeyong Lee and Sarat C. Dass
Matching and clustering in square contingency tables. Who matches with whom in the Spanish labour market pp. 135-159 Downloads
Pablo Álvarez de Toledo, Fernando Núñez and Carlos Usabiaga
Addressing overfitting and underfitting in Gaussian model-based clustering pp. 160-171 Downloads
Jeffrey L. Andrews
Bayesian non-parametric simultaneous quantile regression for complete and grid data pp. 172-186 Downloads
Priyam Das and Subhashis Ghosal
Sequential Bayesian inference for static parameters in dynamic state space models pp. 187-203 Downloads
Arnab Bhattacharya and Simon P. Wilson
Classification tree methods for panel data using wavelet-transformed time series pp. 204-216 Downloads
Xin Zhao, Stuart Barber, Charles C. Taylor and Zoka Milan
Optimal designs for dose–response models with linear effects of covariates pp. 217-228 Downloads
Jun Yu, Xiangshun Kong, Mingyao Ai and Kwok Leung Tsui
Robust and parallel Bayesian model selection pp. 229-247 Downloads
Michael Minyi Zhang, Henry Lam and Lizhen Lin
Asymptotic null distribution of the modified likelihood ratio test for homogeneity in finite mixture models pp. 248-257 Downloads
Tony S.T. Wong, Kwok Fai Lam and Victoria X. Zhao
Jackknife empirical likelihood method for multiply robust estimation with missing data pp. 258-268 Downloads
Sixia Chen and David Haziza
A principal varying-coefficient model for quantile regression: Joint variable selection and dimension reduction pp. 269-280 Downloads
Weihua Zhao, Xuejun Jiang and Heng Lian
Mode jumping MCMC for Bayesian variable selection in GLMM pp. 281-297 Downloads
Aliaksandr Hubin and Geir Storvik
Wald-based spatial scan statistics for cluster detection pp. 298-310 Downloads
Ying Liu, Yawen Liu and Tonglin Zhang
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