scientific article; zbMATH DE number 7164708

zbMath1441.62177arXiv1801.03901MaRDI QIDQ5214195

Saharon Rosset, David Golan, Omer Weissbrod, Shachar Kaufman

Publication date: 7 February 2020

Full work available at URL: https://arxiv.org/abs/1801.03901

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

Gaussian processesselection biaslinear mixed modelscomposite likelihoodexpectation propagation

Mathematics Subject Classification ID

Epidemiology (92D30) Gaussian processes (60G15) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Longitudinal data analysis using generalized linear models
• Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects
• On high-dimensional misspecified mixed model analysis in genome-wide association study
• Heritability estimation in high dimensional sparse linear mixed models
• Improving the INLA approach for approximate Bayesian inference for latent Gaussian models
• A pairwise likelihood approach to estimation in multilevel probit models
• Fixed-domain asymptotic properties of tapered maximum likelihood estimators
• Asymptotics for generalized estimating equations with large cluster sizes
• Generalized multilevel structural equation modeling
• Statistics in Epidemiology: The Case-Control Study
• Bayesian inference for generalized linear mixed models
• A note on pseudolikelihood constructed from marginal densities
• Case–Control Studies with Complex Sampling
• Towards reconciling two asymptotic frameworks in spatial statistics
• The Variational Gaussian Approximation Revisited
• Estimation of Response Probabilities From Augmented Retrospective Observations
• Accurate Approximations for Posterior Moments and Marginal Densities
• Fitting prospective regression models to case-control data
• Model-Based Geostatistics
• Spatial Variation in Risk of Disease: A Nonparametric Binary Regression Approach
• Fitting regression models to case-control data by maximum likelihood
• A Composite Likelihood Approach to Binary Spatial Data
• The analysis of retrospective family studies
• Expectation Propagation in the Large Data Limit
• Towards joint disease mapping
• Approximate Inference in Generalized Linear Mixed Models
• Generalized linear mixed models a pseudo-likelihood approach
• Likelihood‐based analysis of longitudinal data from outcome‐related sampling designs
• Inconsistent Estimation and Asymptotically Equal Interpolations in Model-Based Geostatistics
• Family‐Specific Approaches to the Analysis of Case–Control Family Data
• Simulating normalizing constants: From importance sampling to bridge sampling to path sampling
• Multivariate statistical modelling based on generalized linear models.