Volume 25; Issue 2

Main
Statistics and Computing
Volume 25; Issue 2

Statistics and Computing

Volume 25; Issue 2

1

A population Monte Carlo scheme with transformed weights and its application to stochastic kinetic models

Koblents, Eugenia, Míguez, Joaquín

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 859 KB

english, 2015

2

Path storage in the particle filter

Jacob, Pierre E., Murray, Lawrence M., Rubenthaler, Sylvain

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 598 KB

english, 2015

3

A model of Poissonian interactions and detection of dependence

Sansonnet, Laure, Tuleau-Malot, Christine

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 885 KB

english, 2015

4

Posterior inference on parameters of stochastic differential equations via non-linear Gaussian filtering and adaptive MCMC

Särkkä, Simo, Hartikainen, Jouni, Mbalawata, Isambi Sailon, Haario, Heikki

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 3.87 MB

english, 2015

5

Robust nonlinear principal components

Maronna, Ricardo A., Méndez, Fernanda, Yohai, Víctor J.

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 493 KB

english, 2015

6

Regularised PCA to denoise and visualise data

Verbanck, Marie, Josse, Julie, Husson, François

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 2.28 MB

english, 2015

7

Segmentation uncertainty in multiple change-point models

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 1.02 MB

english, 2015

8

An adaptive spatial model for precipitation data from multiple satellites over large regions

Chakraborty, Avishek, De, Swarup, Bowman, Kenneth P., Sang, Huiyan, Genton, Marc G., Mallick, Bani K.

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 2.67 MB

english, 2015

9

Exact Bayesian inference via data augmentation

Neal, Peter, Kypraios, Theodore

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 665 KB

english, 2015

10

Retrospective Bayesian outlier detection in INGARCH series

Fried, Roland, Agueusop, Inoncent, Bornkamp, Björn, Fokianos, Konstantinos, Fruth, Jana, Ickstadt, Katja

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 465 KB

english, 2015

11

Piecewise Approximate Bayesian Computation: fast inference for discretely observed Markov models using a factorised posterior distribution

White, S. R., Kypraios, T., Preston, S. P.

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 740 KB

english, 2015

12

Nonparametric multivariate density estimation using mixtures

Wang, Xuxu, Wang, Yong

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 1.11 MB

english, 2015

13

Some computational aspects of Gaussian CARMA modelling

Tómasson, Helgi

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 803 KB

english, 2015

14

Partitioning predictors in multivariate regression models

Martella, Francesca, Vicari, Donatella, Vichi, Maurizio

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 517 KB

english, 2015

15

Improving power of multivariate combination-based permutation tests

Corain, Livio, Salmaso, Luigi

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 651 KB

english, 2015

16

Uniform random generation of large acyclic digraphs

Kuipers, Jack, Moffa, Giusi

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 611 KB

english, 2015

17

Maximum likelihood estimation in constrained parameter spaces for mixtures of factor analyzers

Greselin, Francesca, Ingrassia, Salvatore

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 595 KB

english, 2015

18

Functional data analysis of generalized regression quantiles

Guo, Mengmeng, Zhou, Lan, Huang, Jianhua Z., Härdle, Wolfgang Karl

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 1.11 MB

english, 2015

19

Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors

Breheny, Patrick, Huang, Jian

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 668 KB

english, 2015

20

On parallel implementation of sequential Monte Carlo methods: the island particle model

Vergé, Christelle, Dubarry, Cyrille, Del Moral, Pierre, Moulines, Eric

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 831 KB

english, 2015

21

COPICA—independent component analysis via copula techniques

Chen, Ray-Bing, Guo, Meihui, Härdle, Wolfgang K., Huang, Shih-Feng

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 1001 KB

english, 2015

22

Calculating the normalising constant of the Bingham distribution on the sphere using the holonomic gradient method

Sei, Tomonari, Kume, Alfred

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 576 KB

english, 2015

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