A unified framework of constrained regression Benjamin HofnerThomas KneibTorsten Hothorn OriginalPaper 26 October 2014 Pages: 1 - 14
Optimal design of large-scale screening experiments: a critical look at the coordinate-exchange algorithm Daniel Palhazi CuervoPeter GoosKenneth Sörensen OriginalPaper 11 May 2014 Pages: 15 - 28
Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels P. AlquierN. FrielA. Boland OriginalPaper 10 December 2014 Pages: 29 - 47
Does data splitting improve prediction? Julian J. Faraway OriginalPaper 29 October 2014 Pages: 49 - 60
Inference in finite state space non parametric Hidden Markov Models and applications E. GassiatA. CleynenS. Robin OriginalPaper 06 January 2015 Pages: 61 - 71
Additive mixed models with approximate Dirichlet process mixtures: the EM approach Felix HeinzlGerhard Tutz OriginalPaper 06 May 2014 Pages: 73 - 92
Wavelet-based gradient boosting E. DubossarskyJ. H. FriedmanM. P. Wand OriginalPaper 08 May 2014 Pages: 93 - 105
KL-optimum designs: theoretical properties and practical computation Giacomo AlettiCaterina MayChiara Tommasi OriginalPaper 24 September 2014 Pages: 107 - 117
Spherical radial approximation for nested mixed effects models Jacob GagnonHua LiangAnna Liu OriginalPaper 08 June 2014 Pages: 119 - 130
Simultaneous estimation for non-crossing multiple quantile regression with right censored data Sungwan BangHyungJun ChoMyoungshic Jhun OriginalPaper 10 June 2014 Pages: 131 - 147
Data free inference with processed data products K. ChowdharyH. N. Najm OriginalPaper 12 July 2014 Pages: 149 - 169
Evaluation of Gaussian orthant probabilities based on orthogonal projections to subspaces Noboru Nomura OriginalPaper 09 July 2014 Pages: 187 - 197
On generalized degrees of freedom with application in linear mixed models selection Chong YouSamuel MüllerJohn T. Ormerod OriginalPaper 26 July 2014 Pages: 199 - 210
Combinatorial analysis of the adaptive last particle method Eric Simonnet OriginalPaper 18 July 2014 Pages: 211 - 230
Monte Carlo algorithms for computing \(\alpha \)-permanents Junshan WangAjay Jasra OriginalPaper 29 July 2014 Pages: 231 - 248
Stochastically optimal bootstrap sample size for shrinkage-type statistics Bei WeiStephen M. S. LeeXiyuan Wu OriginalPaper 22 July 2014 Pages: 249 - 262
Comparing change-point location in independent series A. CleynenS. Robin OriginalPaper 24 September 2014 Pages: 263 - 276
A search of maximum generalized resolution quaternary-code designs via integer linear programming Frederick Kin Hing PhoaTai-Chi WangShu-Ching Lin OriginalPaper 06 August 2014 Pages: 277 - 283
On the robustness of the generalized fused lasso to prior specifications Vivian ViallonSophie Lambert-LacroixFranck Picard OriginalPaper 11 September 2014 Pages: 285 - 301
Model-based clustering based on sparse finite Gaussian mixtures Gertraud Malsiner-WalliSylvia Frühwirth-SchnatterBettina Grün OriginalPaper Open access 26 August 2014 Pages: 303 - 324
Computing with Fisher geodesics and extended exponential families F. CritchleyP. Marriott OriginalPaper 10 August 2014 Pages: 325 - 332
Explaining the behavior of joint and marginal Monte Carlo estimators in latent variable models with independence assumptions Silia VitoratouIoannis NtzoufrasIrini Moustaki OriginalPaper 24 July 2014 Pages: 333 - 348
Exact Bayesian inference for the Bingham distribution Christopher J. FallaizeTheodore Kypraios OriginalPaper 29 August 2014 Pages: 349 - 360
Adaptive Metropolis–Hastings sampling using reversible dependent mixture proposals Minh-Ngoc TranMichael K. PittRobert Kohn OriginalPaper 18 September 2014 Pages: 361 - 381
A statistical test for Nested Sampling algorithms Johannes Buchner OriginalPaper 12 September 2014 Pages: 383 - 392
Adaptive particle allocation in iterated sequential Monte Carlo via approximating meta-models Anindya BhadraEdward L. Ionides OriginalPaper 12 September 2014 Pages: 393 - 407
Fast covariance estimation for high-dimensional functional data Luo XiaoVadim ZipunnikovCiprian Crainiceanu OriginalPaper 27 June 2014 Pages: 409 - 421
An adaptive truncation method for inference in Bayesian nonparametric models J. E. Griffin OriginalPaper 09 December 2014 Pages: 423 - 441
Bayesian longitudinal item response modeling with restricted covariance pattern structures Caio L. N. AzevedoJean-Paul FoxDalton F. Andrade OriginalPaper 25 October 2014 Pages: 443 - 460
Sparse reduced-rank regression with covariance estimation Lisha ChenJianhua Z. Huang OriginalPaper 09 December 2014 Pages: 461 - 470
Nonlinear kernel density principal component analysis with application to climate data Seppo Pulkkinen OriginalPaper 09 December 2014 Pages: 471 - 492
Bayesian sparse covariance decomposition with a graphical structure Lin ZhangAbhra SarkarBani K. Mallick OriginalPaper 09 December 2014 Pages: 493 - 510
Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler Arthur WhiteJason WyseThomas Brendan Murphy OriginalPaper 09 December 2014 Pages: 511 - 527
Mixture models for ordinal data: a pairwise likelihood approach Monia RanalliRoberto Rocci OriginalPaper 11 December 2014 Pages: 529 - 547
Localizing the latent structure canonical uncertainty: entropy profiles for hidden Markov models Jean-Baptiste DurandYann Guédon OriginalPaper 14 September 2014 Pages: 549 - 567
Erratum to: Localizing the latent structure canonical uncertainty: entropy profiles for hidden Markov models Jean-Baptiste DurandYann Guédon Erratum 26 June 2015 Pages: 569 - 570
Book Review: Nonlinear Time Series: Theory, methods, and applications with R examples, by Randal Douc, Eric Moulines, David S. Stoffer François Caron Book Review 14 June 2015 Pages: 571 - 572
