Jacob, Pierre E.; Murray, Lawrence M.; Rubenthaler, Sylvain Path storage in the particle filter. (English) Zbl 1332.62359 Stat. Comput. 25, No. 2, 487-496 (2015). MSC: 62M20 65C40 PDFBibTeX XMLCite \textit{P. E. Jacob} et al., Stat. Comput. 25, No. 2, 487--496 (2015; Zbl 1332.62359) Full Text: DOI arXiv
Verbanck, Marie; Josse, Julie; Husson, François Regularised PCA to denoise and visualise data. (English) Zbl 1331.62298 Stat. Comput. 25, No. 2, 471-486 (2015). MSC: 62H25 62J07 65C60 PDFBibTeX XMLCite \textit{M. Verbanck} et al., Stat. Comput. 25, No. 2, 471--486 (2015; Zbl 1331.62298) Full Text: DOI arXiv
Sansonnet, Laure; Tuleau-Malot, Christine A model of Poissonian interactions and detection of dependence. (English) Zbl 1331.92032 Stat. Comput. 25, No. 2, 449-470 (2015). MSC: 92C20 60G55 60K35 62J15 65C60 PDFBibTeX XMLCite \textit{L. Sansonnet} and \textit{C. Tuleau-Malot}, Stat. Comput. 25, No. 2, 449--470 (2015; Zbl 1331.92032) Full Text: DOI arXiv
Maronna, Ricardo A.; Méndez, Fernanda; Yohai, Víctor J. Robust nonlinear principal components. (English) Zbl 1331.62297 Stat. Comput. 25, No. 2, 439-448 (2015). MSC: 62H25 PDFBibTeX XMLCite \textit{R. A. Maronna} et al., Stat. Comput. 25, No. 2, 439--448 (2015; Zbl 1331.62297) Full Text: DOI
Särkkä, Simo; Hartikainen, Jouni; Mbalawata, Isambi Sailon; Haario, Heikki Posterior inference on parameters of stochastic differential equations via non-linear Gaussian filtering and adaptive MCMC. (English) Zbl 1331.65021 Stat. Comput. 25, No. 2, 427-437 (2015). MSC: 65C40 60H10 93E11 93E10 PDFBibTeX XMLCite \textit{S. Särkkä} et al., Stat. Comput. 25, No. 2, 427--437 (2015; Zbl 1331.65021) Full Text: DOI
Koblents, Eugenia; Míguez, Joaquín A population Monte Carlo scheme with transformed weights and its application to stochastic kinetic models. (English) Zbl 1331.65015 Stat. Comput. 25, No. 2, 407-425 (2015). MSC: 65C05 65C40 PDFBibTeX XMLCite \textit{E. Koblents} and \textit{J. Míguez}, Stat. Comput. 25, No. 2, 407--425 (2015; Zbl 1331.65015) Full Text: DOI arXiv Link
Chakraborty, Avishek; De, Swarup; Bowman, Kenneth P.; Sang, Huiyan; Genton, Marc G.; Mallick, Bani K. An adaptive spatial model for precipitation data from multiple satellites over large regions. (English) Zbl 1331.86026 Stat. Comput. 25, No. 2, 389-405 (2015). MSC: 86A32 65C60 86-08 62-07 PDFBibTeX XMLCite \textit{A. Chakraborty} et al., Stat. Comput. 25, No. 2, 389--405 (2015; Zbl 1331.86026) Full Text: DOI Link
Tómasson, Helgi Some computational aspects of Gaussian CARMA modelling. (English) Zbl 1331.65022 Stat. Comput. 25, No. 2, 375-387 (2015). MSC: 65C40 62M10 PDFBibTeX XMLCite \textit{H. Tómasson}, Stat. Comput. 25, No. 2, 375--387 (2015; Zbl 1331.65022) Full Text: DOI Link
Fried, Roland; Agueusop, Inoncent; Bornkamp, Björn; Fokianos, Konstantinos; Fruth, Jana; Ickstadt, Katja Retrospective Bayesian outlier detection in INGARCH series. (English) Zbl 1332.62321 Stat. Comput. 25, No. 2, 365-374 (2015). MSC: 62M10 62J12 91B84 62F15 PDFBibTeX XMLCite \textit{R. Fried} et al., Stat. Comput. 25, No. 2, 365--374 (2015; Zbl 1332.62321) Full Text: DOI
Wang, Xuxu; Wang, Yong Nonparametric multivariate density estimation using mixtures. (English) Zbl 1331.62279 Stat. Comput. 25, No. 2, 349-364 (2015). MSC: 62H12 62G07 PDFBibTeX XMLCite \textit{X. Wang} and \textit{Y. Wang}, Stat. Comput. 25, No. 2, 349--364 (2015; Zbl 1331.62279) Full Text: DOI
Neal, Peter; Kypraios, Theodore Exact Bayesian inference via data augmentation. (English) Zbl 1331.62035 Stat. Comput. 25, No. 2, 333-347 (2015). MSC: 62-07 62F15 PDFBibTeX XMLCite \textit{P. Neal} and \textit{T. Kypraios}, Stat. Comput. 25, No. 2, 333--347 (2015; Zbl 1331.62035) Full Text: DOI
Sei, Tomonari; Kume, Alfred Calculating the normalising constant of the Bingham distribution on the sphere using the holonomic gradient method. (English) Zbl 1331.62105 Stat. Comput. 25, No. 2, 321-332 (2015). MSC: 62F10 90C52 PDFBibTeX XMLCite \textit{T. Sei} and \textit{A. Kume}, Stat. Comput. 25, No. 2, 321--332 (2015; Zbl 1331.62105) Full Text: DOI arXiv
Guédon, Yann Segmentation uncertainty in multiple change-point models. (English) Zbl 1331.62140 Stat. Comput. 25, No. 2, 303-320 (2015). MSC: 62F15 62B10 60G35 94A17 PDFBibTeX XMLCite \textit{Y. Guédon}, Stat. Comput. 25, No. 2, 303--320 (2015; Zbl 1331.62140) Full Text: DOI
White, S. R.; Kypraios, T.; Preston, S. P. Piecewise approximate Bayesian computation: fast inference for discretely observed Markov models using a factorised posterior distribution. (English) Zbl 1331.65024 Stat. Comput. 25, No. 2, 289-301 (2015). MSC: 65C40 62F15 PDFBibTeX XMLCite \textit{S. R. White} et al., Stat. Comput. 25, No. 2, 289--301 (2015; Zbl 1331.65024) Full Text: DOI arXiv
Chen, Ray-Bing; Guo, Meihui; Härdle, Wolfgang K.; Huang, Shih-Feng COPICA – independent component analysis via copula techniques. (English) Zbl 1331.65027 Stat. Comput. 25, No. 2, 273-288 (2015). MSC: 65C60 62H25 PDFBibTeX XMLCite \textit{R.-B. Chen} et al., Stat. Comput. 25, No. 2, 273--288 (2015; Zbl 1331.65027) Full Text: DOI
Martella, Francesca; Vicari, Donatella; Vichi, Maurizio Partitioning predictors in multivariate regression models. (English) Zbl 1331.62275 Stat. Comput. 25, No. 2, 261-272 (2015). MSC: 62H12 62J05 65C60 PDFBibTeX XMLCite \textit{F. Martella} et al., Stat. Comput. 25, No. 2, 261--272 (2015; Zbl 1331.62275) Full Text: DOI Link
Vergé, Christelle; Dubarry, Cyrille; Del Moral, Pierre; Moulines, Eric On parallel implementation of sequential Monte Carlo methods: the island particle model. (English) Zbl 1331.65023 Stat. Comput. 25, No. 2, 243-260 (2015). MSC: 65C40 65C05 65Y05 60J60 PDFBibTeX XMLCite \textit{C. Vergé} et al., Stat. Comput. 25, No. 2, 243--260 (2015; Zbl 1331.65023) Full Text: DOI arXiv
Kuipers, Jack; Moffa, Giusi Uniform random generation of large acyclic digraphs. (English) Zbl 1331.62150 Stat. Comput. 25, No. 2, 227-242 (2015). MSC: 62F15 05C20 65C40 PDFBibTeX XMLCite \textit{J. Kuipers} and \textit{G. Moffa}, Stat. Comput. 25, No. 2, 227--242 (2015; Zbl 1331.62150) Full Text: DOI arXiv
Greselin, Francesca; Ingrassia, Salvatore Maximum likelihood estimation in constrained parameter spaces for mixtures of factor analyzers. (English) Zbl 1331.62307 Stat. Comput. 25, No. 2, 215-226 (2015). MSC: 62H30 62H25 PDFBibTeX XMLCite \textit{F. Greselin} and \textit{S. Ingrassia}, Stat. Comput. 25, No. 2, 215--226 (2015; Zbl 1331.62307) Full Text: DOI arXiv
Corain, Livio; Salmaso, Luigi Improving power of multivariate combination-based permutation tests. (English) Zbl 1331.62028 Stat. Comput. 25, No. 2, 203-214 (2015). MSC: 62-07 62H15 62G10 PDFBibTeX XMLCite \textit{L. Corain} and \textit{L. Salmaso}, Stat. Comput. 25, No. 2, 203--214 (2015; Zbl 1331.62028) Full Text: DOI
Guo, Mengmeng; Zhou, Lan; Huang, Jianhua Z.; Härdle, Wolfgang Karl Functional data analysis of generalized regression quantiles. (English) Zbl 1331.62031 Stat. Comput. 25, No. 2, 189-202 (2015). MSC: 62-07 62J02 62H25 62P12 PDFBibTeX XMLCite \textit{M. Guo} et al., Stat. Comput. 25, No. 2, 189--202 (2015; Zbl 1331.62031) Full Text: DOI
Breheny, Patrick; Huang, Jian Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors. (English) Zbl 1331.62359 Stat. Comput. 25, No. 2, 173-187 (2015). MSC: 62J12 62J07 PDFBibTeX XMLCite \textit{P. Breheny} and \textit{J. Huang}, Stat. Comput. 25, No. 2, 173--187 (2015; Zbl 1331.62359) Full Text: DOI arXiv Link