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1

Finite Mixture Models

McLachlan, Geoffrey J., Lee, Sharon X., Rathnayake, Suren I.

Journal:

Annual Review of Statistics and Its Application

Year:

2019

Language:

english

File:

PDF, 958 KB

english, 2019

2

On mixtures of skew normal and skew(t)-distributions

Sharon X. Lee, Geoffrey J. McLachlan

Journal:

Advances in Data Analysis and Classification

Year:

2013

Language:

english

File:

PDF, 491 KB

english, 2013

3

Model-based clustering and classification with non-normal mixture distributions

Sharon X. Lee, Geoffrey J. McLachlan

Journal:

Statistical Methods & Applications

Year:

2013

Language:

english

File:

PDF, 805 KB

english, 2013

4

Finite mixtures of canonical fundamental skew\(t\)-distributions

Lee, Sharon X., McLachlan, Geoffrey J.

Journal:

Statistics and Computing

Year:

2016

Language:

english

File:

PDF, 2.20 MB

english, 2016

5

Extending mixtures of factor models using the restricted multivariate skew-normal distribution

Lin, Tsung-I, McLachlan, Geoffrey J., Lee, Sharon X.

Journal:

Journal of Multivariate Analysis

Year:

2016

Language:

english

File:

PDF, 1.68 MB

english, 2016

6

[IEEE 2017 IEEE Trustcom/BigDataSE/ICESS - Sydney, Australia (2017.8.1-2017.8.4)] 2017 IEEE Trustcom/BigDataSE/ICESS - Corruption-Resistant Privacy Preserving Distributed EM Algorithm for Model-Based Clustering

Leemaqz, Kaleb L., Lee, Sharon X., McLachlan, Geoffrey J.

Year:

2017

Language:

english

File:

PDF, 226 KB

english, 2017

7

Finite mixtures of multivariate skewt-distributions: some recent and new results

Sharon Lee, Geoffrey J. McLachlan

Journal:

Statistics and Computing

Year:

2014

Language:

english

File:

PDF, 1.87 MB

english, 2014

8

Rejoinder to the discussion of “Model-based clustering and classification with non-normal mixture distributions”

Lee, Sharon X., McLachlan, Geoffrey J.

Journal:

Statistical Methods & Applications

Year:

2013

Language:

english

File:

PDF, 126 KB

english, 2013

9

A robust factor analysis model using the restricted skew-\(t\)distribution

Lin, Tsung-I, Wu, Pal H., McLachlan, Geoffrey J., Lee, Sharon X.

Journal:

Year:

2015

Language:

english

File:

PDF, 375 KB

english, 2015

10

Comment on “On nomenclature, and the relative merits of two formulations of skew distributions” by A. Azzalini, R. Browne, M. Genton, and P. McNicholas

McLachlan, Geoffrey J., Lee, Sharon X.

Journal:

Statistics & Probability Letters

Year:

2016

Language:

english

File:

PDF, 561 KB

english, 2016

11

Modeling of inter-sample variation in flow cytometric data with the joint clustering and matching procedure

Lee, Sharon X., McLachlan, Geoffrey J., Pyne, Saumyadipta

Journal:

Cytometry Part A

Year:

2016

Language:

english

File:

PDF, 663 KB

english, 2016

12

Partial identification in the statistical matching problem

Ahfock, Daniel, Pyne, Saumyadipta, Lee, Sharon X., McLachlan, Geoffrey J.

Journal:

Computational Statistics & Data Analysis

Year:

2016

Language:

english

File:

PDF, 937 KB

english, 2016

13

[IEEE 2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Gold Coast, Australia (2016.11.30-2016.12.2)] 2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - A Simple Parallel EM Algorithm for Statistical Learning via Mixture Models

Lee, Sharon X., Leemaqz, Kaleb L., McLachlan, Geoffrey J.

Year:

2016

Language:

english

File:

PDF, 431 KB

english, 2016

14

A Block EM Algorithm for Multivariate Skew Normal and Skew t-Mixture Models

Lee, Sharon X., Leemaqz, Kaleb L., McLachlan, Geoffrey J.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2018

Language:

english

File:

PDF, 1.44 MB

english, 2018

15

PPEM: Privacy-preserving EM learning for mixture models

Lee, Sharon X., Leemaqz, Kaleb L., McLachlan, Geoffrey J.

Journal:

Concurrency and Computation: Practice and Experience

Year:

2019

Language:

english

File:

PDF, 1.25 MB

english, 2019

16

Skew-normal Bayesian spatial heterogeneity panel data models

Farzammehr, Mohadeseh Alsadat, Zadkarami, Mohammad Reza, McLachlan, Geoffrey J., Lee, Sharon X.

Journal:

Journal of Applied Statistics

Year:

2019

Language:

english

File:

PDF, 2.32 MB

english, 2019

17

Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions

Lee, Sharon X., Lin, Tsung-I, McLachlan, Geoffrey J.

Journal:

Advances in Data Analysis and Classification

Year:

2020

File:

PDF, 4.04 MB

2020

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