Linear mixed model with Laplace distribution (LLMM)
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Publication:1706473
DOI10.1007/s00362-016-0763-xzbMath1416.62401OpenAlexW2317664209MaRDI QIDQ1706473
Olcay Arslan, Fulya Gokalp Yavuz
Publication date: 22 March 2018
Published in: Statistical Papers (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s00362-016-0763-x
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Point estimation (62F10)
Related Items (5)
A robustness evaluation of Bayesian tests for longitudinal data ⋮ Robust estimation in multivariate heteroscedastic regression models with autoregressive covariance structures using EM algorithm ⋮ Parallel computing in linear mixed models ⋮ Parameter estimates for two-way repeated measurement MANOVA based on multivariate Laplace distribution ⋮ Variable selection in elliptical linear mixed model
Uses Software
Cites Work
- Random-Effects Models for Longitudinal Data
- A general skew-\(t\) mixed model that allows different degrees of freedom for random effects and error distributions
- An alternative multivariate skew Laplace distribution: properties and estimation
- Robust linear mixed models with skew-normal independent distributions from a Bayesian perspective
- Assessment of local influence in elliptical linear models with longitudinal structure
- On the convergence properties of the EM algorithm
- Statistical properties of the generalized inverse Gaussian distribution
- Robust regression: Asymptotics, conjectures and Monte Carlo
- Sequences of elliptical distributions and mixtures of normal distributions
- A generalization of the growth curve model which allows missing data
- Skew normal measurement error models
- A Linear Mixed-Effects Model With Heterogeneity in the Random-Effects Population
- Maximum likelihood estimation via the ECM algorithm: A general framework
- Multivariate Exponential Power Distributions as Mixtures of Normal Distributions with Bayesian Applications
- On scale mixtures of normal distributions
- Newton-Raphson and EM Algorithms for Linear Mixed-Effects Models for Repeated-Measures Data
- Bayesian and Non-Bayesian Analysis of the Regression Model with Multivariate Student-t Error Terms
- Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems
- Infinite divisibility of the hyperbolic and generalized inverse Gaussian distributions
- A multivariate generalization of the power exponential family of distributions
- Mixed-Effects Models in S and S-PLUS
- Mixed Models
- A generalized multivariate analysis of variance model useful especially for growth curve problems
- Robust Statistics
- Linear mixed models for longitudinal data
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