# Elsevier

# Computational Statistics & Data Analysis

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### 2012, Volume 56, Issue 10

**2976-2990 An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors***by*She, Yiyuan

### 2012, Volume 56, Issue 9

**2609-2625 Estimating discrete Markov models from various incomplete data schemes***by*Pasanisi, Alberto & Fu, Shuai & Bousquet, Nicolas**2626-2636 Fitting very large sparse Gaussian graphical models***by*Kiiveri, Harri & de Hoog, Frank**2637-2649 Computation of optimal plotting points based on Pitman closeness with an application to goodness-of-fit for location-scale families***by*Balakrishnan, N. & Davies, K.F. & Keating, J.P. & Mason, R.L.**2650-2662 The marginal likelihood of dynamic mixture models***by*Fiorentini, G. & Planas, C. & Rossi, A.**2663-2674 Bayesian variable selection for logistic mixed model with nonparametric random effects***by*Yang, Mingan**2675-2687 Spline nonparametric quasi-likelihood regression within the frame of the accelerated failure time model***by*Yu, Lili & Peace, Karl E.**2688-2704 Model-based replacement of rounded zeros in compositional data: Classical and robust approaches***by*Martín-Fernández, J.A. & Hron, K. & Templ, M. & Filzmoser, P. & Palarea-Albaladejo, J.**2705-2717 Mantel–Haenszel estimators of odds ratios for stratified dependent binomial data***by*Suesse, Thomas & Liu, Ivy**2718-2728 Identification of breast cancer prognosis markers via integrative analysis***by*Ma, Shuangge & Dai, Ying & Huang, Jian & Xie, Yang**2729-2741 Shape restricted nonparametric regression with Bernstein polynomials***by*Wang, J. & Ghosh, S.K.**2742-2755 Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy***by*Chakraborty, Sounak**2756-2770 Regression analysis under incomplete linkage***by*Kim, Gunky & Chambers, Raymond**2771-2781 A doubly optimal ellipse fit***by*Al-Sharadqah, A. & Chernov, N.**2782-2794 Robust descriptive discriminant analysis for repeated measures data***by*Sajobi, Tolulope T. & Lix, Lisa M. & Dansu, Bolanle M. & Laverty, William & Li, Longhai**2795-2808 Dissimilarity measures and divisive clustering for symbolic multimodal-valued data***by*Kim, Jaejik & Billard, L.**2809-2815 Model-averaged Wald confidence intervals***by*Turek, Daniel & Fletcher, David**2816-2829 EM algorithms for multivariate Gaussian mixture models with truncated and censored data***by*Lee, Gyemin & Scott, Clayton**2830-2836 Split variable selection for tree modeling on rank data***by*Kung, Yi-Hung & Lin, Chang-Ting & Shih, Yu-Shan

### 2012, Volume 56, Issue 8

**2375-2387 Variational Bayes approach for model aggregation in unsupervised classification with Markovian dependency***by*Volant, Stevenn & Martin Magniette, Marie-Laure & Robin, Stéphane**2388-2403 Large gap imputation in remote sensed imagery of the environment***by*Rulloni, Valeria & Bustos, Oscar & Flesia, Ana Georgina**2404-2409 On quantile quantile plots for generalized linear models***by*Augustin, Nicole H. & Sauleau, Erik-André & Wood, Simon N.**2410-2420 Parametric bootstrap under model mis-specification***by*Lu, H.Y. Kevin & Young, G. Alastair**2421-2429 A simple additivity test for conditionally heteroscedastic nonlinear autoregression***by*Levine, Michael & Li, Jinguang (Tony)**2430-2441 The cost of using decomposable Gaussian graphical models for computational convenience***by*Fitch, A. Marie & Jones, Beatrix**2442-2453 Bayesian inference for the correlation coefficient in two seemingly unrelated regressions***by*Wang, Min & Sun, Xiaoqian**2454-2470 Root selection in normal mixture models***by*Seo, Byungtae & Kim, Daeyoung**2471-2485 Estimation of the parameters of life for Gompertz distribution using progressive first-failure censored data***by*Soliman, Ahmed A. & Abd-Ellah, Ahmed H. & Abou-Elheggag, Naser A. & Abd-Elmougod, Gamal A.**2486-2500 Mixtures of weighted distance-based models for ranking data with applications in political studies***by*Lee, Paul H. & Yu, Philip L.H.**2501-2512 Benchmark testing of algorithms for very robust regression: FS, LMS and LTS***by*Torti, Francesca & Perrotta, Domenico & Atkinson, Anthony C. & Riani, Marco**2513-2525 Correlated binomial regression models***by*Pires, Rubiane M. & Diniz, Carlos A.R.**2526-2538 Quantile regression for longitudinal data with a working correlation model***by*Fu, Liya & Wang, You-Gan**2539-2561 Distribution-free exponentially weighted moving average control charts for monitoring unknown location***by*Graham, M.A. & Mukherjee, A. & Chakraborti, S.**2562-2573 Sampling designs via a multivariate hypergeometric-Dirichlet process model for a multi-species assemblage with unknown heterogeneity***by*Zhang, Hongmei & Ghosh, Kaushik & Ghosh, Pulak**2574-2582 Bayesian sample size determination for binary regression with a misclassified covariate and no gold standard***by*Beavers, Daniel P. & Stamey, James D.**2583-2597 Adaptive LASSO for general transformation models with right censored data***by*Li, Jianbo & Gu, Minggao**2598-2608 Semiparametric model for the dichotomized functional outcome after stroke: The Northern Manhattan Study***by*Chen, Huaihou & Paik, Myunghee Cho & Dhamoon, Mandip S. & Moon, Yeseon Park & Willey, Joshua & Sacco, Ralph L. & Elkind, Mitchell S.V.

### 2012, Volume 56, Issue 7

**2183-2205 The Bayesian method for causal discovery of latent-variable models from a mixture of experimental and observational data***by*Yoo, Changwon**2206-2218 New approaches to nonparametric density estimation and selection of smoothing parameters***by*Golyandina, Nina & Pepelyshev, Andrey & Steland, Ansgar**2219-2236 Case-deletion type diagnostics for calibration estimators in survey sampling***by*Barranco-Chamorro, I. & Jiménez-Gamero, M.D. & Moreno-Rebollo, J.L. & Muñoz-Pichardo, J.M.**2237-2250 A goodness-of-fit test for parametric models based on dependently truncated data***by*Emura, Takeshi & Konno, Yoshihiko**2251-2257 On the Marshall–Olkin transformation as a skewing mechanism***by*Rubio, F.J. & Steel, M.F.J.**2258-2272 On simultaneously identifying outliers and heteroscedasticity without specific form***by*Cheng, Tsung-Chi**2273-2287 Classification of image pixels based on minimum distance and hypothesis testing***by*Ghimire, Santosh & Wang, Haiyan**2288-2302 Least squares type estimation for Cox regression model and specification error***by*Gradowska, P.L. & Cooke, R.M.**2303-2316 Bootstrap testing multiple changes in persistence for a heavy-tailed sequence***by*Chen, Zhanshou & Jin, Zi & Tian, Zheng & Qi, Peiyan**2317-2333 Joint adaptive mean–variance regularization and variance stabilization of high dimensional data***by*Dazard, Jean-Eudes & Sunil Rao, J.**2334-2346 Supervised classification for functional data: A weighted distance approach***by*Alonso, Andrés M. & Casado, David & Romo, Juan**2347-2359 Robust fitting of mixture regression models***by*Bai, Xiuqin & Yao, Weixin & Boyer, John E.**2360-2374 Phase and amplitude-based clustering for functional data***by*Slaets, Leen & Claeskens, Gerda & Hubert, Mia

### 2012, Volume 56, Issue 6

**1303-1318 Frailty modeling via the empirical Bayes–Hastings sampler***by*Levine, Richard A. & Fan, Juanjuan & Strickland, Pamela Ohman & Demirel, Shaban**1319-1332 On efficient calculations for Bayesian variable selection***by*Ruggieri, Eric & Lawrence, Charles E.**1333-1349 Estimating the diffusion coefficient function for a diversified world stock index***by*Ignatieva, Katja & Platen, Eckhard**1350-1361 Predictive inference for a future response using symmetrically trimmed sample from the half-normal model***by*Khan, Hafiz M.R.**1362-1380 Approximate Bayesian inference for large spatial datasets using predictive process models***by*Eidsvik, Jo & Finley, Andrew O. & Banerjee, Sudipto & Rue, Håvard**1381-1395 Initializing the EM algorithm in Gaussian mixture models with an unknown number of components***by*Melnykov, Volodymyr & Melnykov, Igor**1396-1404 Asymmetric type II compound Laplace distribution and its application to microarray gene expression***by*Punathumparambath, Bindu & Kulathinal, Sangita & George, Sebastian**1405-1416 Residual analysis of linear mixed models using a simulation approach***by*Schützenmeister, André & Piepho, Hans-Peter**1417-1433 Gaussian component mixtures and CAR models in Bayesian disease mapping***by*Moraga, Paula & Lawson, Andrew B.**1434-1449 A fast and recursive algorithm for clustering large datasets with k-medians***by*Cardot, Hervé & Cénac, Peggy & Monnez, Jean-Marie**1450-1467 Parallel hierarchical sampling: A general-purpose interacting Markov chains Monte Carlo algorithm***by*Rigat, F. & Mira, A.**1468-1481 Approximate Bayesian computing for spatial extremes***by*Erhardt, Robert J. & Smith, Richard L.**1482-1498 Wavelets in functional data analysis: Estimation of multidimensional curves and their derivatives***by*Pigoli, Davide & Sangalli, Laura M.**1499-1510 A Poisson mixed model with nonnormal random effect distribution***by*Fabio, Lizandra C. & Paula, Gilberto A. & Castro, Mário de**1511-1527 Efficient Bayesian inference for stochastic time-varying copula models***by*Almeida, Carlos & Czado, Claudia**1528-1544 Objective Bayesian analysis for the normal compositional model***by*Kazianka, Hannes**1545-1551 Modeling the random effects covariance matrix for generalized linear mixed models***by*Lee, Keunbaik & Lee, JungBok & Hagan, Joseph & Yoo, Jae Keun**1552-1565 Recursive partitioning on incomplete data using surrogate decisions and multiple imputation***by*Hapfelmeier, A. & Hothorn, T. & Ulm, K.**1566-1580 Nonparametric estimation of non-stationary velocity fields from 3D particle tracking velocimetry data***by*Kohler, Michael & Krzyżak, Adam**1581-1593 Stationary bootstrap for kernel density estimators under ψ-weak dependence***by*Hwang, Eunju & Shin, Dong Wan**1594-1608 Bandwidth choice for robust nonparametric scale function estimation***by*Boente, Graciela & Ruiz, Marcelo & Zamar, Ruben H.**1609-1623 A general class of zero-or-one inflated beta regression models***by*Ospina, Raydonal & Ferrari, Silvia L.P.**1624-1643 A method for increasing the robustness of multiple imputation***by*Daniel, Rhian M. & Kenward, Michael G.**1644-1661 Linear discrimination for three-level multivariate data with a separable additive mean vector and a doubly exchangeable covariance structure***by*Leiva, Ricardo & Roy, Anuradha**1662-1680 Diagnostic procedures in Birnbaum–Saunders nonlinear regression models***by*Vanegas, Luis Hernando & Rondón, Luz Marina & Cysneiros, Francisco José A.**1681-1691 Semi-supervised wavelet shrinkage***by*Lee, Kichun & Vidakovic, Brani**1692-1702 A confidence region for the largest and the smallest means under heteroscedasticity***by*Chen, Hubert J. & Wu, Shu-Fei**1703-1713 Correlated destructive generalized power series cure rate models and associated inference with an application to a cutaneous melanoma data***by*Borges, Patrick & Rodrigues, Josemar & Balakrishnan, Narayanaswamy**1714-1722 Bayesian nonparametric mixed random utility models***by*Karabatsos, George & Walker, Stephen G.**1723-1736 Inference on a stochastic two-compartment model in tumor growth***by*Albano, Giuseppina & Giorno, Virginia & Román-Román, Patricia & Torres-Ruiz, Francisco**1737-1747 A new class of semiparametric semivariogram and nugget estimators***by*Carmack, Patrick S. & Spence, Jeffrey S. & Schucany, William R. & Gunst, Richard F. & Lin, Qihua & Haley, Robert W.**1748-1756 High-throughput DNA methylation datasets for evaluating false discovery rate methodologies***by*Asomaning, N. & Archer, K.J.**1757-1770 The least trimmed quantile regression***by*Neykov, N.M. & Čížek, P. & Filzmoser, P. & Neytchev, P.N.**1771-1783 Constrained spanning tree algorithms for irregularly-shaped spatial clustering***by*Costa, Marcelo Azevedo & Assunção, Renato Martins & Kulldorff, Martin**1784-1794 Computing highly accurate or exact P-values using importance sampling***by*Lloyd, Chris J.**1795-1807 Benchmarking historical corporate performance***by*Scott, James G.**1808-1828 Direct fitting of dynamic models using integrated nested Laplace approximations — INLA***by*Ruiz-Cárdenas, Ramiro & Krainski, Elias T. & Rue, Håvard**1829-1836 Testing ratio of marginal probabilities in clustered matched-pair binary data***by*Yang, Zhao & Sun, Xuezheng & Hardin, James W.**1837-1853 Estimation for the single-index models with random effects***by*Pang, Zhen & Xue, Liugen**1854-1868 Inference in generalized linear regression models with a censored covariate***by*Tsimikas, John V. & Bantis, Leonidas E. & Georgiou, Stelios D.**1869-1879 Selecting the number of components in principal component analysis using cross-validation approximations***by*Josse, Julie & Husson, François**1880-1897 Generalized beta-generated distributions***by*Alexander, Carol & Cordeiro, Gauss M. & Ortega, Edwin M.M. & Sarabia, José María**1898-1907 Multiple hypothesis testing and clustering with mixtures of non-central t-distributions applied in microarray data analysis***by*Marín, J.M. & Rodríguez-Bernal, M.T.**1908-1919 A new model for explaining long-range correlations in human time interval production***by*Diniz, Ana & Barreiros, João & Crato, Nuno**1920-1934 A study of variable selection using g-prior distribution with ridge parameter***by*Baragatti, M. & Pommeret, D.**1935-1943 Adaptive combination of dependent tests***by*Sexton, Joseph & Blomhoff, Rune & Karlsen, Anette & Laake, Petter**1944-1951 A combined overdispersed and marginalized multilevel model***by*Iddi, Samuel & Molenberghs, Geert**1952-1965 Weighted LAD-LASSO method for robust parameter estimation and variable selection in regression***by*Arslan, Olcay**1966-1980 Assessing the predictive ability of a multilevel binary regression model***by*Van Oirbeek, R. & Lesaffre, E.**1981-1993 An alternating determination–optimization approach for an additive multi-index model***by*Feng, Zhenghui & Zhu, Lixing**1994-2005 The robust estimation method for a finite mixture of Poisson mixed-effect models***by*Xiang, Liming & Yau, Kelvin K.W. & Lee, Andy H.**2006-2017 Semiparametric regression models with additive nonparametric components and high dimensional parametric components***by*Du, Pang & Cheng, Guang & Liang, Hua**2018-2030 Progressively first-failure censored reliability sampling plans with cost constraint***by*Wu, Shuo-Jye & Huang, Syuan-Rong**2031-2040 Weighted kernel Fisher discriminant analysis for integrating heterogeneous data***by*Hamid, Jemila S. & Greenwood, Celia M.T. & Beyene, Joseph**2041-2050 Statistical analysis of bivariate failure time data with Marshall–Olkin Weibull models***by*Li, Yang & Sun, Jianguo & Song, Shuguang**2051-2058 On efficient estimation in additive hazards regression with current status data***by*Lu, Xuewen & Song, Peter X.-K.**2059-2072 Improving the efficiency of individualized designs for the mixed logit choice model by including covariates***by*Crabbe, M. & Vandebroek, M.**2073-2085 Maximum likelihood estimation in discrete mixed hidden Markov models using the SAEM algorithm***by*Delattre, M. & Lavielle, M.**2086-2096 Cost-effective designs for trials with discrete-time survival endpoints***by*Jóźwiak, Katarzyna & Moerbeek, Mirjam**2097-2111 Cramér–von Mises and characteristic function tests for the two and k-sample problems with dependent data***by*Quessy, Jean-François & Éthier, François**2112-2128 Self-tuning weighted measurement fusion Kalman filtering algorithm***by*Ran, Chenjian & Deng, Zili**2129-2138 Comparison of quantiles for several normal populations***by*Li, Xinmin & Tian, Lili & Wang, Juan & Muindi, Josephia R.**2139-2158 Doubly fractional models for dynamic heteroscedastic cycles***by*Artiach, Miguel & Arteche, Josu**2159-2181 Statistical measures of two dimensional point set uniformity***by*Ong, Meng Sang & Kuang, Ye Chow & Ooi, Melanie Po-Leen

### 2012, Volume 56, Issue 5

**1016-1027 Uncertainty estimation with a finite dataset in the assessment of classification models***by*Chen, Weijie & Yousef, Waleed A. & Gallas, Brandon D. & Hsu, Elizabeth R. & Lababidi, Samir & Tang, Rong & Pennello, Gene A. & Symmans, W. Fraser & Pusztai, Lajos**1028-1037 Meta-analysis of time-to-event outcomes using a hazard-based approach: Comparison with other models, robustness and meta-regression***by*Fiocco, Marta & Stijnen, Theo & Putter, Hein**1038-1051 Modified versions of Bayesian Information Criterion for genome-wide association studies***by*Frommlet, Florian & Ruhaltinger, Felix & Twaróg, Piotr & Bogdan, Małgorzata**1052-1060 Assessment of observer agreement for matched repeated binary measurements***by*Gao, Jingjing & Pan, Yi & Haber, Michael**1061-1068 Optimal dose de-escalation trial designs for novel contraceptives in women***by*Gerlinger, Christoph & Siedentop, Harald & Gerke, Oke & Schellschmidt, Ilka & Endrikat, Jan**1069-1078 Inference on the probability P(T1***by*Jiang, Shan & Tu, Dongsheng**1079-1089****Simultaneous score confidence bounds for risk differences in multiple comparisons to a control***by*Klingenberg, Bernhard**1090-1102 Ranking procedures for matched pairs with missing data — Asymptotic theory and a small sample approximation***by*Konietschke, F. & Harrar, S.W. & Lange, K. & Brunner, E.**1103-1114 Exact confidence interval estimation for the Youden index and its corresponding optimal cut-point***by*Lai, Chin-Ying & Tian, Lili & Schisterman, Enrique F.**1115-1130 Stratified additive Poisson models: Computational methods and applications in clinical epidemiology***by*Marschner, Ian C. & Gillett, Alexandra C. & O’Connell, Rachel L.**1131-1149 Testing the equality of a large number of normal population means***by*Park, Junyong & Park, DoHwan**1150-1160 An R package for implementing simulations for seamless phase II/III clinical trials using early outcomes for treatment selection***by*Parsons, Nick & Friede, Tim & Todd, Susan & Marquez, Elsa Valdes & Chataway, Jeremy & Nicholas, Richard & Stallard, Nigel**1161-1173 Global hypothesis test to simultaneously compare the predictive values of two binary diagnostic tests***by*Roldán Nofuentes, José Antonio & Luna del Castillo, Juan de Dios & Montero Alonso, Miguel Ángel**1174-1187 Sample size estimation in cluster randomized trials: An evidence-based perspective***by*Rotondi, Michael & Donner, Allan**1188-1199 Analyzing short-term measurements of heart rate variability in the frequency domain using robustly estimated spectral density functions***by*Spangl, B. & Dutter, R.**1200-1220 Confidence interval construction for disease prevalence based on partial validation series***by*Tang, Man-Lai & Qiu, Shi-Fang & Poon, Wai-Yin**1221-1231 Sequential methods for pharmacogenetic studies***by*Todd, Susan & Fazil Baksh, M. & Whitehead, John**1232-1242 Generalized estimating equations and regression diagnostics for longitudinal controlled clinical trials: A case study***by*Vens, Maren & Ziegler, Andreas**1243-1255 Exact nonparametric meta-analysis for multiple independent doubly Type-II censored samples***by*Volterman, William & Balakrishnan, N. & Cramer, Erhard**1256-1274 Bayesian model selection for logistic regression models with random intercept***by*Wagner, Helga & Duller, Christine**1275-1286 On the identification of predictive biomarkers: Detecting treatment-by-gene interaction in high-dimensional data***by*Werft, W. & Benner, A. & Kopp-Schneider, A.**1287-1300 Analyzing longitudinal clinical trial data with nonignorable missingness and unknown missingness reasons***by*Xie, Hui**1301-1320 Testing non-inferiority for clustered matched-pair binary data in diagnostic medicine***by*Yang, Zhao & Sun, Xuezheng & Hardin, James W.

### 2012, Volume 56, Issue 4

**755-767 Geoadditive expectile regression***by*Sobotka, Fabian & Kneib, Thomas**768-784 Asymptotically efficient estimation of the conditional expected shortfall***by*Leorato, Samantha & Peracchi, Franco & Tanase, Andrei V.**785-796 Variance estimation in censored quantile regression via induced smoothing***by*Pang, Lei & Lu, Wenbin & Wang, Huixia Judy**797-812 Quantile regression with doubly censored data***by*Lin, Guixian & He, Xuming & Portnoy, Stephen**813-826 Simultaneous estimation and factor selection in quantile regression via adaptive sup-norm regularization***by*Bang, Sungwan & Jhun, Myoungshic**827-839 Model selection in binary and tobit quantile regression using the Gibbs sampler***by*Ji, Yonggang & Lin, Nan & Zhang, Baoxue**840-853 Computing multiple-output regression quantile regions***by*Paindaveine, Davy & Šiman, Miroslav**854-873 Consistency of support vector machines using additive kernels for additive models***by*Christmann, Andreas & Hable, Robert**874-891 Absolute penalty and shrinkage estimation in partially linear models***by*Raheem, S.M. Enayetur & Ahmed, S. Ejaz & Doksum, Kjell A.**894-914 CECM: Constrained evidential C-means algorithm***by*Antoine, V. & Quost, B. & Masson, M.-H. & Denœux, T.**915-927 Fuzzy and possibilistic clustering for fuzzy data***by*Coppi, Renato & D’Urso, Pierpaolo & Giordani, Paolo**928-942 Learning partial ordinal class memberships with kernel-based proportional odds models***by*Verwaeren, Jan & Waegeman, Willem & De Baets, Bernard**943-955 Fuzzy data treated as functional data: A one-way ANOVA test approach***by*González-Rodríguez, Gil & Colubi, Ana & Gil, María Ángeles**956-966 K-sample tests for equality of variances of random fuzzy sets***by*Ramos-Guajardo, Ana Belén & Lubiano, María Asunción**967-980 Generalized Bayesian inference in a fuzzy context: From theory to a virtual reality application***by*Coletti, Giulianella & Gervasi, Osvaldo & Tasso, Sergio & Vantaggi, Barbara**981-994 Credit scoring analysis using a fuzzy probabilistic rough set model***by*Capotorti, Andrea & Barbanera, Eva

### 2012, Volume 56, Issue 3

**451-467 Inference for the Weibull distribution with progressive hybrid censoring***by*Lin, Chien-Tai & Chou, Cheng-Chieh & Huang, Yen-Lung**468-477 Selection of the number of clusters via the bootstrap method***by*Fang, Yixin & Wang, Junhui**478-490 Data augmentation strategies for the Bayesian spatial probit regression model***by*Berrett, Candace & Calder, Catherine A.**491-501 Fast fitting of joint models for longitudinal and event time data using a pseudo-adaptive Gaussian quadrature rule***by*Rizopoulos, Dimitris**502-509 EM algorithm for one-shot device testing under the exponential distribution***by*Balakrishnan, N. & Ling, M.H.**510-521 Permutation test for incomplete paired data with application to cDNA microarray data***by*Yu, Donghyeon & Lim, Johan & Liang, Feng & Kim, Kyunga & Kim, Byung Soo & Jang, Woncheol**522-530 Estimation of the proportion ratio under a simple crossover trial***by*Lui, Kung-Jong & Chang, Kuang-Chao**531-542 A Stahel–Donoho estimator based on huberized outlyingness***by*Van Aelst, S. & Vandervieren, E. & Willems, G.**543-558 Locally adaptive image denoising by a statistical multiresolution criterion***by*Hotz, Thomas & Marnitz, Philipp & Stichtenoth, Rahel & Davies, Laurie & Kabluchko, Zakhar & Munk, Axel**559-573 Nonparametric regression models for right-censored data using Bernstein polynomials***by*Osman, Muhtarjan & Ghosh, Sujit K.**574-586 Generalized degrees of freedom and adaptive model selection in linear mixed-effects models***by*Zhang, Bo & Shen, Xiaotong & Mumford, Sunni L.**587-601 Functional linear regression after spline transformation***by*Wang, Guochang & Lin, Nan & Zhang, Baoxue**602-610 Standardization of interval symbolic data based on the empirical descriptive statistics***by*Guo, Junpeng & Li, Wenhua & Li, Chenhua & Gao, Sa**611-628 A mixed effects least squares support vector machine model for classification of longitudinal data***by*Luts, Jan & Molenberghs, Geert & Verbeke, Geert & Van Huffel, Sabine & Suykens, Johan A.K.**629-644 Conditional Akaike information criterion for generalized linear mixed models***by*Yu, Dalei & Yau, Kelvin K.W.**645-655 Marginal analysis of multivariate failure time data with a surviving fraction based on semiparametric transformation cure models***by*Chen, Chyong-Mei & Lu, Tai-Fang C.**656-663 Multivariate probit analysis of binary familial data using stochastic representations***by*Deng, Yihao & Sabo, Roy T. & Chaganty, N. Rao**664-679 Sample distribution function based goodness-of-fit test for complex surveys***by*Wang, Jianqiang C.**680-697 Finite population estimation under generalized linear model assistance***by*Rondon, Luz Marina & Vanegas, Luis Hernando & Ferraz, Cristiano**698-718 A log-linear regression model for the β-Birnbaum–Saunders distribution with censored data***by*Ortega, Edwin M.M. & Cordeiro, Gauss M. & Lemonte, Artur J.**719-731 Optimal acceptance sampling plans for log-location–scale lifetime models using average risks***by*Fernández, Arturo J. & Pérez-González, Carlos J.**732-740 Bayesian adaptive bandwidth kernel density estimation of irregular multivariate distributions***by*Hu, Shuowen & Poskitt, D.S. & Zhang, Xibin**741-751 PCA document reconstruction for email classification***by*Gomez, Juan Carlos & Moens, Marie-Francine

### 2012, Volume 56, Issue 2

**231-244 Efficient direct sampling MCEM algorithm for latent variable models with binary responses***by*An, Xinming & Bentler, Peter M.**245-254 Comparison of penalty functions for sparse canonical correlation analysis***by*Chalise, Prabhakar & Fridley, Brooke L.**255-265 Accelerating the quadratic lower-bound algorithm via optimizing the shrinkage parameter***by*Tian, Guo-Liang & Tang, Man-Lai & Liu, Chunling**266-282 Tail index estimation in the presence of long-memory dynamics***by*McElroy, Tucker & Jach, Agnieszka**283-296 ACOMCD: A multiple cluster detection algorithm based on the spatial scan statistic and ant colony optimization***by*Wan, You & Pei, Tao & Zhou, Chenghu & Jiang, Yong & Qu, Chenxu & Qiao, Youlin**297-315 Empirical assessment of the Maximum Likelihood Estimator quality in a parametric counting process model for recurrent events***by*Babykina, Génia & Couallier, Vincent**316-326 Group coordinate descent algorithms for nonconvex penalized regression***by*Wei, Fengrong & Zhu, Hongxiao**327-344 Online wavelet-based density estimation for non-stationary streaming data***by*García-Treviño, E.S. & Barria, J.A.**345-361 Computing and estimating information matrices of weak ARMA models***by*Boubacar Mainassara, Y. & Carbon, M. & Francq, C.**362-369 Bayesian piecewise mixture model for racial disparity in prostate cancer progression***by*Zhao, L. & Banerjee, M.**370-383 Modeling gap times between recurrent events by marginal rate function***by*Zhao, Xiaobing & Zhou, Xian**384-398 Copula density estimation by total variation penalized likelihood with linear equality constraints***by*Qu, Leming & Yin, Wotao**399-407 A mixed effects log-linear model based on the Birnbaum–Saunders distribution***by*Desmond, A.F. & Cíntora González, Carlos L. & Singh, R.S. & Lu, Xuewen**408-417 A robust P-spline approach to closed population capture–recapture models with time dependence and heterogeneity***by*Stoklosa, Jakub & Huggins, Richard M.**418-426 An improved mean estimator for judgment post-stratification***by*Frey, Jesse & Feeman, Timothy G.**427-437 A Bernstein-type estimator for decreasing density with application to p-value adjustments***by*Han, Bing & Dalal, Siddhartha R.**438-448 On estimation of a heteroscedastic measurement error model under heavy-tailed distributions***by*Cao, Chun-Zheng & Lin, Jin-Guan & Zhu, Xiao-Xin

### 2012, Volume 56, Issue 1

**1-14 Inference about clustering and parametric assumptions in covariance matrix estimation***by*Packalen, Mikko & Wirjanto, Tony S.**15-24 A periodic Levinson-Durbin algorithm for entropy maximization***by*Boshnakov, Georgi N. & Lambert-Lacroix, Sophie**25-33 Coordinate ascent for penalized semiparametric regression on high-dimensional panel count data***by*Wu, Tong Tong & He, Xin**34-48 Robust joint modeling of mean and dispersion through trimming***by*Neykov, N.M. & Filzmoser, P. & Neytchev, P.N.**49-61 Bayesian multiscale analysis of images modeled as Gaussian Markov random fields***by*Thon, Kevin & Rue, Håvard & Skrøvseth, Stein Olav & Godtliebsen, Fred**62-74 Bootstrap prediction mean squared errors of unobserved states based on the Kalman filter with estimated parameters***by*Rodríguez, Alejandro & Ruiz, Esther**75-87 Random effects in promotion time cure rate models***by*Carvalho Lopes, Celia Mendes & Bolfarine, Heleno

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