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Communications in Statistics: Simulation and Computation, ISSN 0361-0918, 2019, pp. 1 - 22
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 09/2012, Volume 60, Issue 9, pp. 4551 - 4569
Journal Article
Axioms, ISSN 2075-1680, 06/2019, Volume 8, Issue 2, p. 38
In this paper, we examine the finite mixture (FM) model with a flexible class of two-piece distributions based on the scale mixtures of normal (TP-SMN) family... 
Two-piece distributions | Finite mixture model | Maximum likelihood estimates | Scale mixtures of normal family | ECME algorithm | maximum likelihood estimates | scale mixtures of normal family | two-piece distributions | finite mixture model
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 12/2017, Volume 46, Issue 24, pp. 12356 - 12369
In this work, we study the maximum likelihood (ML) estimation problem for the parameters of the two-piece (TP) distribution based on the scale mixtures of... 
Two-piece distributions | Scale mixtures of normal family | ECME algorithm | Skewness | Stochastic representation | Kurtosis | Maximum likelihood estimates | MAXIMUM-LIKELIHOOD | ALGORITHM | STATISTICS & PROBABILITY | INFERENCE | ECM | SKEW-NORMAL DISTRIBUTION | Skewed distributions | Maximum likelihood estimation | Parameter estimation | Mathematical models
Journal Article
Computational Statistics, ISSN 0943-4062, 03/2019, Volume 34, Issue 1, pp. 323 - 347
This paper introduces the shape mixtures of the skew-t-normal distribution which is a flexible extension of the skew-t-normal distribution as it contains one... 
Truncated normal | Robustness | Asymmetry | Observed information matrix | ECME algorithm | Skew-symmetric | MAXIMUM-LIKELIHOOD-ESTIMATION | ECM ALGORITHM | GENERAL-CLASS | STATISTICS & PROBABILITY | Maximum likelihood estimation | Economic models | Parameters | Computer simulation | Normal distribution | Skewed distributions | Kurtosis
Journal Article
Journal of Computational and Graphical Statistics, ISSN 1061-8600, 04/2015, Volume 24, Issue 2, pp. 301 - 327
The partially collapsed Gibbs (PCG) sampler offers a new strategy for improving the convergence of a Gibbs sampler. PCG achieves faster convergence by reducing... 
Blocking | Metropolis within Gibbs | Incompatible Gibbs sampler | Astrostatistics | Factor analysis | Spectral analysis | MAXIMUM-LIKELIHOOD-ESTIMATION | CALIBRATION | STATISTICS & PROBABILITY | STRATEGIES | MODELS | COMPUTATION | SPECTRA | ECME ALGORITHM | Statistics - Computation
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 2004, Volume 91, Issue 1, pp. 1 - 17
Linear mixed-effects models are an important class of statistical models that are used directly in many fields of applications and also are used as iterative... 
Profile likelihood | Gradient | REML | ECME algorithm | Multilevel models | Maximum likelihood | Hessian | EM algorithm | profile likelihood | gradient | maximum likelihood | ALGORITHM | STATISTICS & PROBABILITY | multilevel models | REML Gradient Hessian EM algorithm ECME algorithm Maximum likelihood Profile likelihood Multilevel models
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 03/2015, Volume 83, pp. 223 - 235
Mixtures of common t-factor analyzers (MCtFA) have emerged as a sound parsimonious model-based tool for robust modeling of high-dimensional data in the... 
Dimension reduction | Missing data | Visualization | Common factor loadings | Clustering | ECME algorithm | VARIATIONAL INFERENCE | MAXIMUM-LIKELIHOOD-ESTIMATION | INCOMPLETE DATA | PROGNOSIS | STATISTICS & PROBABILITY | EXTENSION | BAYESIAN MIXTURES | ECM ALGORITHM | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | BREAST-CANCER DIAGNOSIS
Journal Article
Statistics in Medicine, ISSN 0277-6715, 08/2016, Volume 35, Issue 18, pp. 3166 - 3178
Journal Article
Journal of Statistical Computation and Simulation, ISSN 0094-9655, 09/2019, Volume 89, Issue 14, pp. 2765 - 2781
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 03/2018, Volume 47, Issue 3, pp. 890 - 904
Journal Article
Journal of the Korean Statistical Society, ISSN 1226-3192, 09/2017, Volume 46, Issue 3, pp. 476 - 485
This paper presents a new extension of nonlinear regression models constructed by assuming the normal mean–variance mixture of Birnbaum–Saunders distribution... 
Birnbaum–Saunders distribution | Nonlinear regression | ECME algorithm | GIG distribution | MAXIMUM-LIKELIHOOD | EM ALGORITHM | STATISTICS & PROBABILITY | SKEW SCALE MIXTURES | ECM | Birnbaum-Saunders distribution | FAMILY
Journal Article
Journal Article
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