Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors Patrick BrehenyJian Huang OriginalPaper 05 November 2013 Pages: 173 - 187
Functional data analysis of generalized regression quantiles Mengmeng GuoLan ZhouWolfgang Karl Härdle OriginalPaper 05 November 2013 Pages: 189 - 202
Improving power of multivariate combination-based permutation tests Livio CorainLuigi Salmaso OriginalPaper 07 November 2013 Pages: 203 - 214
Maximum likelihood estimation in constrained parameter spaces for mixtures of factor analyzers Francesca GreselinSalvatore Ingrassia OriginalPaper 08 November 2013 Pages: 215 - 226
Uniform random generation of large acyclic digraphs Jack KuipersGiusi Moffa OriginalPaper 08 November 2013 Pages: 227 - 242
On parallel implementation of sequential Monte Carlo methods: the island particle model Christelle VergéCyrille DubarryEric Moulines OriginalPaper 05 November 2013 Pages: 243 - 260
Partitioning predictors in multivariate regression models Francesca MartellaDonatella VicariMaurizio Vichi OriginalPaper 07 November 2013 Pages: 261 - 272
COPICA—independent component analysis via copula techniques Ray-Bing ChenMeihui GuoShih-Feng Huang OriginalPaper 22 March 2014 Pages: 273 - 288
Piecewise Approximate Bayesian Computation: fast inference for discretely observed Markov models using a factorised posterior distribution S. R. WhiteT. KypraiosS. P. Preston OriginalPaper Open access 29 November 2013 Pages: 289 - 301
Segmentation uncertainty in multiple change-point models Yann Guédon OriginalPaper 06 December 2013 Pages: 303 - 320
Calculating the normalising constant of the Bingham distribution on the sphere using the holonomic gradient method Tomonari SeiAlfred Kume OriginalPaper 28 December 2013 Pages: 321 - 332
Exact Bayesian inference via data augmentation Peter NealTheodore Kypraios OriginalPaper Open access 03 December 2013 Pages: 333 - 347
Nonparametric multivariate density estimation using mixtures Xuxu WangYong Wang OriginalPaper 30 November 2013 Pages: 349 - 364
Retrospective Bayesian outlier detection in INGARCH series Roland FriedInoncent AgueusopKatja Ickstadt OriginalPaper 29 November 2013 Pages: 365 - 374
Some computational aspects of Gaussian CARMA modelling Helgi Tómasson OriginalPaper 28 November 2013 Pages: 375 - 387
An adaptive spatial model for precipitation data from multiple satellites over large regions Avishek ChakrabortySwarup DeBani K. Mallick OriginalPaper 04 December 2013 Pages: 389 - 405
A population Monte Carlo scheme with transformed weights and its application to stochastic kinetic models Eugenia KoblentsJoaquín Míguez OriginalPaper 18 December 2013 Pages: 407 - 425
Posterior inference on parameters of stochastic differential equations via non-linear Gaussian filtering and adaptive MCMC Simo SärkkäJouni HartikainenHeikki Haario OriginalPaper 13 December 2013 Pages: 427 - 437
Robust nonlinear principal components Ricardo A. MaronnaFernanda MéndezVíctor J. Yohai OriginalPaper 11 December 2013 Pages: 439 - 448
A model of Poissonian interactions and detection of dependence Laure SansonnetChristine Tuleau-Malot OriginalPaper 18 December 2013 Pages: 449 - 470
Regularised PCA to denoise and visualise data Marie VerbanckJulie JosseFrançois Husson OriginalPaper 13 December 2013 Pages: 471 - 486
Path storage in the particle filter Pierre E. JacobLawrence M. MurraySylvain Rubenthaler OriginalPaper 18 December 2013 Pages: 487 - 496
