Journal: Statistics and Computing

Volume 27, Issue 6

1435 -- 1451Brian Bader, Jun Yan, Xuebin Zhang. Automated selection of r for the r largest order statistics approach with adjustment for sequential testing
1453 -- 1471Marina I. Knight, Guy P. Nason, Matthew A. Nunes. A wavelet lifting approach to long-memory estimation
1473 -- 1490Cheng Zhang, Babak Shahbaba, HongKai Zhao. Hamiltonian Monte Carlo acceleration using surrogate functions with random bases
1491 -- 1512Mark R. Bass, Sujit K. Sahu. A comparison of centring parameterisations of Gaussian process-based models for Bayesian computation using MCMC
1513 -- 1523Nino Kordzakhia, Alexander Novikov, Bernard Ycart. Approximations for weighted Kolmogorov-Smirnov distributions via boundary crossing probabilities
1525 -- 1538Maria DeYoreo, Athanasios Kottas. A Bayesian nonparametric Markovian model for non-stationary time series
1539 -- 1553Elisabeth Waldmann, Fabian Sobotka, Thomas Kneib. Bayesian regularisation in geoadditive expectile regression
1555 -- 1584Matthew M. Dunlop, Marco A. Iglesias, Andrew M. Stuart. Hierarchical Bayesian level set inversion
1585 -- 1593Andrew C. Titman. Non-parametric maximum likelihood estimation of interval-censored failure time data subject to misclassification
1595 -- 1616Håkon Otneim, Dag Tjøstheim. The locally Gaussian density estimator for multivariate data
1617 -- 1637Allou Samé, Gérard Govaert. Segmental dynamic factor analysis for time series of curves
1639 -- 1654Chong Liu, Surajit Ray, Giles Hooker. Functional principal component analysis of spatially correlated data
1655 -- 1675B. Pérez, Isabel Molina, A. Thieler, R. Fried, D. Peña. Fast and robust estimators of variance components in the nested error model
1677 -- 1692Dao Nguyen, Edward L. Ionides. A second-order iterated smoothing algorithm

Volume 27, Issue 5

1145 -- 1163Charlotte Laclau, Mohamed Nadif. Diagonal latent block model for binary data
1165 -- 1180Silia Vitoratou, Ioannis Ntzoufras. Thermodynamic Bayesian model comparison
1181 -- 1192Lu-Hung Chen, Ci-Ren Jiang. Multi-dimensional functional principal component analysis
1193 -- 1204Xuehu Zhu, Xu Guo, Lixing Zhu. An adaptive-to-model test for partially parametric single-index models
1205 -- 1223Finale Doshi-Velez, Sinead A. Williamson. Restricted Indian buffet processes
1225 -- 1238Radu S. Stoica, Anne Philippe, Pablo Gregori, Jorge Mateu. ABC Shadow algorithm: a tool for statistical analysis of spatial patterns
1239 -- 1255Tomás Mrkvicka, Mari Myllymäki, Ute Hahn. Multiple Monte Carlo testing, with applications in spatial point processes
1257 -- 1270Dean A. Bodenham, Niall M. Adams. Continuous monitoring for changepoints in data streams using adaptive estimation
1271 -- 1292Haakon Michael Austad, Håkon Tjelmeland. Approximate computations for binary Markov random fields and their use in Bayesian models
1293 -- 1305Kaylea Haynes, Paul Fearnhead, Idris A. Eckley. A computationally efficient nonparametric approach for changepoint detection
1307 -- 1329Mathieu Cambou, Marius Hofert, Christiane Lemieux. Quasi-random numbers for copula models
1331 -- 1345Loïc Schwaller, S. Robin. Exact Bayesian inference for off-line change-point detection in tree-structured graphical models
1347 -- 1364Shanshan Wang, Liming Xiang. Penalized empirical likelihood inference for sparse additive hazards regression with a diverging number of covariates
1365 -- 1382Guillermo Julián-Moreno, Jorge E. López de Vergara, Ivan Gonzalez, Luis de Pedro, Javier Royuela-del-Val, Federico Simmross-Wattenberg. Fast parallel α-stable distribution function evaluation and parameter estimation using OpenCL in GPGPUs
1383 -- 1399Maarten Jansen, Mohamed Amghar. Multiscale local polynomial decompositions using bandwidths as scales
1401 -- 1412Bingqing Lin, Qihua Wang, Jun Zhang, Zhen Pang. Stable prediction in high-dimensional linear models
1413 -- 1432Aki Vehtari, Andrew Gelman, Jonah Gabry. Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
1433 -- 0Aki Vehtari, Andrew Gelman, Jonah Gabry. Erratum to: Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Volume 27, Issue 4

865 -- 883Abdallah Mkhadri, Mohamed Ouhourane, Karim Oualkacha. A coordinate descent algorithm for computing penalized smooth quantile regression
885 -- 900Gavin A. Whitaker, Andrew Golightly, Richard J. Boys, Chris Sherlock. Improved bridge constructs for stochastic differential equations
901 -- 911Houying Zhu, Josef Dick. -1/2 in dimension 1
913 -- 926Sarah Brockhaus, Michael Melcher, Friedrich Leisch, Sonja Greven. Boosting flexible functional regression models with a high number of functional historical effects
927 -- 945Georgios Karagiannis, Bledar A. Konomi, Guang Lin, Faming Liang. Parallel and interacting stochastic approximation annealing algorithms for global optimisation
947 -- 961Tingyou Zhou, Liping Zhu. Model-free feature screening for ultrahigh dimensional censored regression
963 -- 983Sonia Migliorati, Andrea Ongaro, Gianna S. Monti. A structured Dirichlet mixture model for compositional data: inferential and applicative issues
985 -- 989Simon N. Wood. P-splines with derivative based penalties and tensor product smoothing of unevenly distributed data
991 -- 1002Anastasis Georgoulas, Jane Hillston, Guido Sanguinetti. Unbiased Bayesian inference for population Markov jump processes via random truncations
1003 -- 1040Andrej Aderhold, Dirk Husmeier, Marco Grzegorczyk. Approximate Bayesian inference in semi-mechanistic models
1041 -- 1048Chun Yip Yau, Tsz Shing Hui. LARS-type algorithm for group lasso
1049 -- 1063Matthieu Marbac, Mohammed Sedki. Variable selection for model-based clustering using the integrated complete-data likelihood
1065 -- 1082Patrick R. Conrad, Mark A. Girolami, Simo Särkkä, Andrew M. Stuart, Konstantinos Zygalakis. Statistical analysis of differential equations: introducing probability measures on numerical solutions
1083 -- 1097Thomas Mühlenstädt, Jana Fruth, Olivier Roustant. Computer experiments with functional inputs and scalar outputs by a norm-based approach
1099 -- 1110Braulio Veloso, Thais Correa, Marcos O. Prates, Gabriel F. Oliveira, Andréa I. Tavares. MAD-STEC: a method for multiple automatic detection of space-time emerging clusters
1111 -- 1128Pierre Barbillon, Célia Barthélémy, Adeline Samson. Parameter estimation of complex mixed models based on meta-model approach
1129 -- 1143Sarah L. Taylor, Idris A. Eckley, Matthew A. Nunes. Multivariate locally stationary 2D wavelet processes with application to colour texture analysis

Volume 27, Issue 3

583 -- 590Luke Bornn, Natesh S. Pillai, Aaron Smith, Dawn Woodard. The use of a single pseudo-sample in approximate Bayesian computation
591 -- 597Vahed Maroufy, Paul Marriott. Mixture models: building a parameter space
599 -- 623Luca Martino, Victor Elvira, David Luengo, Jukka Corander. Layered adaptive importance sampling
625 -- 643Sergio Amaral, Douglas L. Allaire, Karen Willcox. 2-norm empirical importance weights for the change of probability measure
645 -- 658Elvira Romano, Antonio Balzanella, Rosanna Verde. Spatial variability clustering for spatially dependent functional data
659 -- 678Baptiste Gregorutti, Bertrand Michel, Philippe Saint-Pierre. Correlation and variable importance in random forests
679 -- 698Sarat C. Dass, Jaeyong Lee, Kyoungjae Lee, Jonghun Park. Laplace based approximate posterior inference for differential equation models
699 -- 710Luc Devroye, Claude Gravel. The expected bit complexity of the von Neumann rejection algorithm
711 -- 735Juho Piironen, Aki Vehtari. Comparison of Bayesian predictive methods for model selection
737 -- 756Petter Arnesen, Håkon Tjelmeland. Prior specification of neighbourhood and interaction structure in binary Markov random fields
757 -- 774Jérémy Magnanensi, Frédéric Bertrand, Myriam Maumy-Bertrand, Nicolas Meyer. A new universal resample-stable bootstrap-based stopping criterion for PLS component construction
775 -- 787Christine M. O'Keefe, Tim Ayre, Sebastien Lucie, Atikur R. Khan, Soomin Song, Soonmin Kwon. Perturbed robust linear estimating equations for confidentiality protection in remote analysis
789 -- 804Julien Chiquet, Tristan Mary-Huard, Stéphane Robin. Structured regularization for conditional Gaussian graphical models
805 -- 821Félix Camirand Lemyre, Jean-François Quessy. Multiplier bootstrap methods for conditional distributions
823 -- 832Axel Gandy, Georg Hahn. QuickMMCTest: quick multiple Monte Carlo testing
833 -- 844Nial Friel, J. P. McKeone, Chris J. Oates, Anthony N. Pettitt. Investigation of the widely applicable Bayesian information criterion
845 -- 863Mercedes Esteban-Bravo, Agata Leszkiewicz, Jose M. Vidal-Sanz. Exact optimal experimental designs with constraints

Volume 27, Issue 2

301 -- 318Marie Lilleborge, Jo Eidsvik. Efficient designs for Bayesian networks with sub-tree bounds
319 -- 329François Wahl, Cécile Mercadier, Céline Helbert. A standardized distance-based index to assess the quality of space-filling designs
331 -- 348Osnat Stramer, Xiaoyu Shen, Matthew A. Bognar. Bayesian inference for Heston-STAR models
349 -- 361Stella Hadjiantoni, Erricos John Kontoghiorghes. Estimating large-scale general linear and seemingly unrelated regressions models after deleting observations
363 -- 375Matthias Katzfuss, Dorit Hammerling. Parallel inference for massive distributed spatial data using low-rank models
377 -- 402Luis Angel García-Escudero, Alfonso Gordaliza, Francesca Greselin, Salvatore Ingrassia, Agustín Mayo-Iscar. Robust estimation of mixtures of regressions with random covariates, via trimming and constraints
403 -- 422Richard G. Everitt, Adam M. Johansen, Ellen Rowing, Melina Evdemon-Hogan. Bayesian model comparison with un-normalised likelihoods
423 -- 437Yongtao Cao, Byran J. Smucker, Timothy J. Robinson. A hybrid elitist pareto-based coordinate exchange algorithm for constructing multi-criteria optimal experimental designs
439 -- 448Stephen G. Walker. A Laplace transform inversion method for probability distribution functions
449 -- 467Fadlalla G. Elfadaly, Paul H. Garthwaite. Eliciting Dirichlet and Gaussian copula prior distributions for multinomial models
469 -- 481Matteo Borrotti, Francesco Sambo, Kalliopi Mylona, Steven Gilmour. A multi-objective coordinate-exchange two-phase local search algorithm for multi-stratum experiments
483 -- 500Sy Han Chiou, Gongjun Xu. Rank-based estimation for semiparametric accelerated failure time model under length-biased sampling
501 -- 518Vincent Audigier, François Husson, Julie Josse. MIMCA: multiple imputation for categorical variables with multiple correspondence analysis
519 -- 533Robert Maidstone, Toby Hocking, Guillem Rigaill, Paul Fearnhead. On optimal multiple changepoint algorithms for large data
535 -- 545Guosheng Cheng, Xingxiang Li, Peng Lai, Fengli Song, Jun Yu. Robust rank screening for ultrahigh dimensional discriminant analysis
547 -- 570Marco Alfò, Nicola Salvati, Maria Giovanna Ranalli. Finite mixtures of quantile and M-quantile regression models
571 -- 582Yan Yu, Chaojiang Wu, Yuankun Zhang. Penalised spline estimation for generalised partially linear single-index models

Volume 27, Issue 1

1 -- 0. Editor's note: special section on Bayesian Nonparametrics
3 -- 17Julyan Arbel, Igor Prünster. A moment-matching Ferguson & Klass algorithm
19 -- 38Sanmitra Ghosh, Srinandan Dasmahapatra, Koushik Maharatna. Fast approximate Bayesian computation for estimating parameters in differential equations
39 -- 51William Cipolli III, Timothy Hanson. Computationally tractable approximate and smoothed Polya trees
53 -- 0William Cipolli III, Timothy Hanson. Erratum to: Computationally tractable approximate and smoothed Polya trees
55 -- 78Eugen Pircalabelu, Gerda Claeskens, Irène Gijbels. Copula directed acyclic graphs
79 -- 101Leo N. Geppert, Katja Ickstadt, Alexander Munteanu, Jens Quedenfeld, Christian Sohler. Random projections for Bayesian regression
103 -- 114Tao Wang, Xuerong Meggie Wen, Lixing Zhu. Multiple-population shrinkage estimation via sliced inverse regression
115 -- 130Tomi Janhunen, Martin Gebser, Jussi Rintanen, Henrik J. Nyman, Johan Pensar, Jukka Corander. Learning discrete decomposable graphical models via constraint optimization
131 -- 145Jim E. Griffin. Sequential Monte Carlo methods for mixtures with normalized random measures with independent increments priors
147 -- 168Gersende Fort, Benjamin Jourdain, Tony Lelièvre, Gabriel Stoltz. Self-healing umbrella sampling: convergence and efficiency
169 -- 179Jean-Michel Bécu, Yves Grandvalet, Christophe Ambroise, Cyril Dalmasso. Beyond support in two-stage variable selection
181 -- 191Ting Yuan, Junhui Wang. Reduced-rank multi-label classification
193 -- 217J. M. Alonso-Revenga, N. Martín, L. Pardo. New improved estimators for overdispersion in models with clustered multinomial data and unequal cluster sizes
219 -- 236Clément Walter. Point process-based Monte Carlo estimation
237 -- 257Linda S. L. Tan. Stochastic variational inference for large-scale discrete choice models using adaptive batch sizes
259 -- 270Roland Langrock, Thomas Kneib, Richard Glennie, Théo Michelot. Markov-switching generalized additive models
271 -- 282Linda Schulze Waltrup, Göran Kauermann. Smooth expectiles for panel data using penalized splines
283 -- 299Francesco Donat, Giampiero Marra. Semi-parametric bivariate polychotomous ordinal regression