Volume 9; Issue 4

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Advances in Data Analysis and Classification
Volume 9; Issue 4

Advances in Data Analysis and Classification

Volume 9; Issue 4

1

Maximum likelihood estimation of Gaussian mixture models without matrix operations

Nguyen, Hien D., McLachlan, Geoffrey J.

Journal:

Advances in Data Analysis and Classification

Year:

2015

Language:

english

File:

PDF, 977 KB

english, 2015

2

Latent drop-out based transitions in linear quantile hidden Markov models for longitudinal responses with attrition

Marino, Maria Francesca, Alfó, Marco

Journal:

Advances in Data Analysis and Classification

Year:

2015

Language:

english

File:

PDF, 843 KB

english, 2015

3

Special issue on “New trends on model-based clustering and classification”

Journal:

Advances in Data Analysis and Classification

Year:

2015

Language:

english

File:

PDF, 70 KB

english, 2015

4

Robust model-based clustering via mixtures of skew-tdistributions with missing information

Wang, Wan-Lun, Lin, Tsung-I

Journal:

Advances in Data Analysis and Classification

Year:

2015

Language:

english

File:

PDF, 891 KB

english, 2015

5

Probabilistic assessment of model-based clustering

Zhu, Xuwen, Melnykov, Volodymyr

Journal:

Advances in Data Analysis and Classification

Year:

2015

Language:

english

File:

PDF, 1.20 MB

english, 2015

6

Improved initialisation of model-based clustering using Gaussian hierarchical partitions

Scrucca, Luca, Raftery, Adrian E.

Journal:

Advances in Data Analysis and Classification

Year:

2015

Language:

english

File:

PDF, 635 KB

english, 2015

7

Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library

Riani, Marco, Cerioli, Andrea, Perrotta, Domenico, Torti, Francesca

Journal:

Advances in Data Analysis and Classification

Year:

2015

Language:

english

File:

PDF, 1.59 MB

english, 2015