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ORCIDComputational Statistics & Data Analysis, Volume 56
Volume 56, Number 1, January 2012
- Mikko Packalen, Tony S. Wirjanto
:
Inference about clustering and parametric assumptions in covariance matrix estimation. 1-14
- Georgi N. Boshnakov, Sophie Lambert-Lacroix:
A periodic Levinson-Durbin algorithm for entropy maximization. 15-24 - Tong Tong Wu, Xin He:
Coordinate ascent for penalized semiparametric regression on high-dimensional panel count data. 25-33 - N. M. Neykov, Peter Filzmoser, P. N. Neytchev:
Robust joint modeling of mean and dispersion through trimming. 34-48 - Kevin Thon, Håvard Rue, Stein Olav Skrøvseth, Fred Godtliebsen:
Bayesian multiscale analysis of images modeled as Gaussian Markov random fields. 49-61 - Alejandro F. Rodríguez, Esther Ruiz:
Bootstrap prediction mean squared errors of unobserved states based on the Kalman filter with estimated parameters. 62-74
- Celia Mendes Carvalho Lopes, Heleno Bolfarine:
Random effects in promotion time cure rate models. 75-87 - Wei Lan, Hansheng Wang, Chih-Ling Tsai:
A Bayesian information criterion for portfolio selection. 88-99 - An Creemers, Marc Aerts, Niel Hens, Geert Molenberghs:
A nonparametric approach to weighted estimating equations for regression analysis with missing covariates. 100-113 - Mulugeta Gebregziabher, Matthew S. Shotwell, Jane M. Charles, Joyce S. Nicholas:
Comparison of methods for identifying phenotype subgroups using categorical features data with application to autism spectrum disorder. 114-125 - Celso Rômulo Barbosa Cabral, Victor H. Lachos, Marcos Oliveira Prates:
Multivariate mixture modeling using skew-normal independent distributions. 126-142 - Jongwoo Song, Seongjoo Song:
A quantile estimation for massive data with generalized Pareto distribution. 143-150 - Georgios Tsiotas:
On generalised asymmetric stochastic volatility models. 151-172 - Costas Milas, Ruthira Naraidoo:
Financial conditions and nonlinearities in the European Central Bank (ECB) reaction function: In-sample and out-of-sample assessment. 173-189 - Halil Aydogdu, Mahmut Kara:
Nonparametric estimation in α-series processes. 190-201 - Lei Shi, Gemai Chen:
Deletion, replacement and mean-shift for diagnostics in linear mixed models. 202-208 - Jane Paik, Zhiliang Ying:
A composite likelihood approach for spatially correlated survival data. 209-216
- Manabu Asai, Michael McAleer, Marcelo C. Medeiros:
Modelling and forecasting noisy realized volatility. 217-230
Volume 56, Number 2, February 2012
- Xinming An, Peter M. Bentler:
Efficient direct sampling MCEM algorithm for latent variable models with binary responses. 231-244 - Prabhakar Chalise, Brooke L. Fridley:
Comparison of penalty functions for sparse canonical correlation analysis. 245-254 - Guo-Liang Tian, Man-Lai Tang, Catherine Chunling Liu:
Accelerating the quadratic lower-bound algorithm via optimizing the shrinkage parameter. 255-265 - Tucker McElroy, Agnieszka Jach:
Tail index estimation in the presence of long-memory dynamics. 266-282 - You Wan, Tao Pei, Chenghu Zhou, Yong Jiang, Chenxu Qu, Youlin Qiao:
ACOMCD: A multiple cluster detection algorithm based on the spatial scan statistic and ant colony optimization. 283-296 - Génia Babykina, Vincent Couallier:
Empirical assessment of the Maximum Likelihood Estimator quality in a parametric counting process model for recurrent events. 297-315 - Fengrong Wei, Hongxiao Zhu:
Group coordinate descent algorithms for nonconvex penalized regression. 316-326 - Edgar S. García-Treviño, Javier A. Barria:
Online wavelet-based density estimation for non-stationary streaming data. 327-344
- Y. Boubacar Mainassara, M. Carbon, Christian Francq:
Computing and estimating information matrices of weak ARMA models. 345-361 - L. Zhao, Mousumi Banerjee:
Bayesian piecewise mixture model for racial disparity in prostate cancer progression. 362-369 - Xiaobing Zhao, Xian Zhou:
Modeling gap times between recurrent events by marginal rate function. 370-383 - Leming Qu, Wotao Yin:
Copula density estimation by total variation penalized likelihood with linear equality constraints. 384-398 - Anthony F. Desmond, Carlos L. Cíntora González, R. S. Singh, Xuewen Lu:
A mixed effects log-linear model based on the Birnbaum-Saunders distribution. 399-407 - Jakub Stoklosa, Richard M. Huggins:
A robust P-spline approach to closed population capture-recapture models with time dependence and heterogeneity. 408-417 - Jesse Frey, Timothy G. Feeman:
An improved mean estimator for judgment post-stratification. 418-426 - Bing Han, Siddhartha R. Dalal:
A Bernstein-type estimator for decreasing density with application to p-value adjustments. 427-437 - Chun-Zheng Cao, Jin-Guan Lin, Xiao-Xin Zhu:
On estimation of a heteroscedastic measurement error model under heavy-tailed distributions. 438-448
- Simos G. Meintanis, Efthimios Tsionas:
Erratum to: "Testing for the generalized normal-Laplace distribution with applications" [Computational Statistics and Data Analysis 54 (2010) 3174-3180]. 449
Volume 56, Number 3, March 2012
- Chien-Tai Lin, Cheng-Chieh Chou, Yen-Lung Huang:
Inference for the Weibull distribution with progressive hybrid censoring. 451-467 - Yixin Fang, Junhui Wang:
Selection of the number of clusters via the bootstrap method. 468-477 - Candace Berrett, Catherine A. Calder:
Data augmentation strategies for the Bayesian spatial probit regression model. 478-490 - Dimitris Rizopoulos:
Fast fitting of joint models for longitudinal and event time data using a pseudo-adaptive Gaussian quadrature rule. 491-501 - Narayanaswamy Balakrishnan, Man Ho Ling:
EM algorithm for one-shot device testing under the exponential distribution. 502-509
- Donghyeon Yu, Johan Lim, Feng Liang, Kyunga Kim, Byung Soo Kim, Woncheol Jang:
Permutation test for incomplete paired data with application to cDNA microarray data. 510-521 - Kung-Jong Lui, Kuang-Chao Chang:
Estimation of the proportion ratio under a simple crossover trial. 522-530 - Stefan Van Aelst, Ellen Vandervieren, Gert Willems:
A Stahel-Donoho estimator based on huberized outlyingness. 531-542 - Thomas Hotz, Philipp Marnitz, Rahel Stichtenoth, Laurie Davies, Zakhar Kabluchko, Axel Munk:
Locally adaptive image denoising by a statistical multiresolution criterion. 543-558 - Muhtarjan Osman, Sujit K. Ghosh:
Nonparametric regression models for right-censored data using Bernstein polynomials. 559-573 - Bo Zhang, Xiaotong Shen, Sunni L. Mumford:
Generalized degrees of freedom and adaptive model selection in linear mixed-effects models. 574-586 - Guochang Wang, Nan Lin, Baoxue Zhang:
Functional linear regression after spline transformation. 587-601 - Junpeng Guo, Wenhua Li, Chenhua Li, Sa Gao:
Standardization of interval symbolic data based on the empirical descriptive statistics. 602-610 - Jan Luts, Geert Molenberghs, Geert Verbeke, Sabine Van Huffel, Johan A. K. Suykens:
A mixed effects least squares support vector machine model for classification of longitudinal data. 611-628 - Dalei Yu, Kelvin K. W. Yau:
Conditional Akaike information criterion for generalized linear mixed models. 629-644 - Chyong-Mei Chen, Tai-Fang C. Lu:
Marginal analysis of multivariate failure time data with a surviving fraction based on semiparametric transformation cure models. 645-655 - Yihao Deng, Roy T. Sabo, N. Rao Chaganty:
Multivariate probit analysis of binary familial data using stochastic representations. 656-663 - Jianqiang C. Wang:
Sample distribution function based goodness-of-fit test for complex surveys. 664-679 - Luz Marina Rondon, Luis Hernando Vanegas, Cristiano Ferraz:
Finite population estimation under generalized linear model assistance. 680-697 - Edwin M. M. Ortega, Gauss M. Cordeiro, Artur J. Lemonte:
A log-linear regression model for the β-Birnbaum-Saunders distribution with censored data. 698-718 - Arturo J. Fernández, Carlos J. Pérez-González:
Optimal acceptance sampling plans for log-location-scale lifetime models using average risks. 719-731 - Shuowen Hu, D. S. Poskitt, Xibin Zhang:
Bayesian adaptive bandwidth kernel density estimation of irregular multivariate distributions. 732-740
- Juan-Carlos Gomez, Marie-Francine Moens:
PCA document reconstruction for email classification. 741-751
Volume 56, Number 4, April 2012
- Wing Kam Fung, Xuming He, Mia Hubert, Stephen Portnoy, Huixia Judy Wang:
Editorial for the special issue on quantile regression and semiparametric methods. 753-754 - Fabian Sobotka, Thomas Kneib:
Geoadditive expectile regression. 755-767 - Samantha Leorato, Franco Peracchi, Andrei V. Tanase:
Asymptotically efficient estimation of the conditional expected shortfall. 768-784 - Lei Pang, Wenbin Lu, Huixia Judy Wang:
Variance estimation in censored quantile regression via induced smoothing. 785-796 - Guixian Lin, Xuming He, Stephen Portnoy:
Quantile regression with doubly censored data. 797-812 - Sungwan Bang, Myoungshic Jhun:
Simultaneous estimation and factor selection in quantile regression via adaptive sup-norm regularization. 813-826 - Yonggang Ji, Nan Lin, Baoxue Zhang:
Model selection in binary and tobit quantile regression using the Gibbs sampler. 827-839 - Davy Paindaveine, Miroslav Siman:
Computing multiple-output regression quantile regions. 840-853 - Andreas Christmann, Robert Hable:
Consistency of support vector machines using additive kernels for additive models. 854-873 - S. M. Enayetur Raheem, S. Ejaz Ahmed, Kjell A. Doksum:
Absolute penalty and shrinkage estimation in partially linear models. 874-891
- Ana Colubi, Didier Dubois:
Special issue on fuzzy sets in statistics. 892-893
- Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux:
CECM: Constrained evidential C-means algorithm. 894-914 - Renato Coppi, Pierpaolo D'Urso, Paolo Giordani:
Fuzzy and possibilistic clustering for fuzzy data. 915-927
- Jan Verwaeren, Willem Waegeman, Bernard De Baets:
Learning partial ordinal class memberships with kernel-based proportional odds models. 928-942
- Gil González-Rodríguez, Ana Colubi, María Angeles Gil:
Fuzzy data treated as functional data: A one-way ANOVA test approach. 943-955 - Ana Belén Ramos-Guajardo, María Asunción Lubiano:
K-sample tests for equality of variances of random fuzzy sets. 956-966
- Giulianella Coletti, Osvaldo Gervasi, Sergio Tasso, Barbara Vantaggi:
Generalized Bayesian inference in a fuzzy context: From theory to a virtual reality application. 967-980 - Andrea Capotorti, Eva Barbanera:
Credit scoring analysis using a fuzzy probabilistic rough set model. 981-994
Volume 56, Number 5, May 2012
- Martina Mittlböck, Lutz Edler, Michael LeBlanc, Joyce C. Niland, Koos Zwinderman:
Second Issue for Computational Statistics for Clinical Research. 995-997
- Lutz Edler:
Obituary for Professor Dr. Dr. h.c. Norbert Victor (1940-2011). 998-1015
- Weijie Chen, Waleed A. Yousef, Brandon D. Gallas, Elizabeth R. Hsu, Samir Lababidi, Rong Tang, Gene A. Pennello, W. Fraser Symmans, Lajos Pusztai:
Uncertainty estimation with a finite dataset in the assessment of classification models. 1016-1027 - Marta Fiocco, Theo Stijnen, Hein Putter:
Meta-analysis of time-to-event outcomes using a hazard-based approach: Comparison with other models, robustness and meta-regression. 1028-1037 - Florian Frommlet, Felix Ruhaltinger, Piotr Twaróg, Malgorzata Bogdan:
Modified versions of Bayesian Information Criterion for genome-wide association studies. 1038-1051 - Jingjing Gao, Yi Pan, Michael Haber:
Assessment of observer agreement for matched repeated binary measurements. 1052-1060 - Christoph Gerlinger, Harald Siedentop, Oke Gerke, Ilka Schellschmidt, Jan Endrikat:
Optimal dose de-escalation trial designs for novel contraceptives in women. 1061-1068 - Shan Jiang, Dongsheng Tu:
Inference on the probability P(T1 < T2) as a measurement of treatment effect under a density ratio model and random censoring. 1069-1078 - Bernhard Klingenberg:
Simultaneous score confidence bounds for risk differences in multiple comparisons to a control. 1079-1089 - Frank Konietschke, Solomon W. Harrar, Katharina Lange, Edgar Brunner:
Ranking procedures for matched pairs with missing data - Asymptotic theory and a small sample approximation. 1090-1102 - Chin-Ying Lai, Lili Tian, Enrique F. Schisterman:
Exact confidence interval estimation for the Youden index and its corresponding optimal cut-point. 1103-1114 - Ian C. Marschner, Alexandra C. Gillett, Rachel L. O'Connell:
Stratified additive Poisson models: Computational methods and applications in clinical epidemiology. 1115-1130 - Junyong Park, DoHwan Park:
Testing the equality of a large number of normal population means. 1131-1149 - Nick R. Parsons, Tim Friede, Susan Todd, Elsa Valdes Marquez, Jeremy Chataway, Richard Nicholas, Nigel Stallard:
An R package for implementing simulations for seamless phase II/III clinical trials using early outcomes for treatment selection. 1150-1160 - José Antonio Roldán Nofuentes, Juan de Dios Luna del Castillo, Miguel Ángel Montero Alonso:
Global hypothesis test to simultaneously compare the predictive values of two binary diagnostic tests. 1161-1173 - Michael Rotondi, Allan Donner:
Sample size estimation in cluster randomized trials: An evidence-based perspective. 1174-1187 - B. Spangl, R. Dutter:
Analyzing short-term measurements of heart rate variability in the frequency domain using robustly estimated spectral density functions. 1188-1199 - Man-Lai Tang, Shi-Fang Qiu, Wai-Yin Poon:
Confidence interval construction for disease prevalence based on partial validation series. 1200-1220 - Susan Todd, M. Fazil Baksh, John Whitehead:
Sequential methods for pharmacogenetic studies. 1221-1231 - Maren Vens, Andreas Ziegler:
Generalized estimating equations and regression diagnostics for longitudinal controlled clinical trials: A case study. 1232-1242 - William Volterman, Narayanaswamy Balakrishnan, Erhard Cramer:
Exact nonparametric meta-analysis for multiple independent doubly Type-II censored samples. 1243-1255 - Helga Wagner, Christine Duller:
Bayesian model selection for logistic regression models with random intercept. 1256-1274 - Wiebke Werft, Axel Benner, Annette Kopp-Schneider:
On the identification of predictive biomarkers: Detecting treatment-by-gene interaction in high-dimensional data. 1275-1286 - Hui Xie:
Analyzing longitudinal clinical trial data with nonignorable missingness and unknown missingness reasons. 1287-1300 - Zhao Yang, Xuezheng Sun, James W. Hardin:
Testing non-inferiority for clustered matched-pair binary data in diagnostic medicine. 1301-1320
Volume 56, Number 6, June 2012
- Richard A. Levine, Juanjuan Fan, Pamela Ohman-Strickland, Shaban Demirel:
Frailty modeling via the empirical Bayes-Hastings sampler. 1303-1318 - Eric Ruggieri, Charles E. Lawrence:
On efficient calculations for Bayesian variable selection. 1319-1332 - Katja Ignatieva, Eckhard Platen:
Estimating the diffusion coefficient function for a diversified world stock index. 1333-1349 - Hafiz M. R. Khan:
Predictive inference for a future response using symmetrically trimmed sample from the half-normal model. 1350-1361 - Jo Eidsvik, Andrew O. Finley, Sudipto Banerjee, Håvard Rue:
Approximate Bayesian inference for large spatial datasets using predictive process models. 1362-1380 - Volodymyr Melnykov, Igor Melnykov:
Initializing the EM algorithm in Gaussian mixture models with an unknown number of components. 1381-1395 - Bindu Punathumparambath, Sangita Kulathinal, Sebastian George:
Asymmetric type II compound Laplace distribution and its application to microarray gene expression. 1396-1404 - André Schützenmeister, Hans-Peter Piepho:
Residual analysis of linear mixed models using a simulation approach. 1405-1416 - Paula Moraga, Andrew B. Lawson:
Gaussian component mixtures and CAR models in Bayesian disease mapping. 1417-1433 - Hervé Cardot, Peggy Cénac, Jean-Marie Monnez:
A fast and recursive algorithm for clustering large datasets with k-medians. 1434-1449 - Fabio Rigat, Antonietta Mira:
Parallel hierarchical sampling: A general-purpose interacting Markov chains Monte Carlo algorithm. 1450-1467 - Robert J. Erhardt, Richard L. Smith:
Approximate Bayesian computing for spatial extremes. 1468-1481 - Davide Pigoli, Laura M. Sangalli:
Wavelets in functional data analysis: Estimation of multidimensional curves and their derivatives. 1482-1498
- Lizandra C. Fabio, Gilberto A. Paula, Mário de Castro:
A Poisson mixed model with nonnormal random effect distribution. 1499-1510 - Carlos Almeida, Claudia Czado:
Efficient Bayesian inference for stochastic time-varying copula models. 1511-1527 - Hannes Kazianka:
Objective Bayesian analysis for the normal compositional model. 1528-1544 - Keunbaik Lee, Jung Bok Lee, Joseph Hagan, Jae Keun Yoo:
Modeling the random effects covariance matrix for generalized linear mixed models. 1545-1551