On composite marginal likelihoods
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Publication:732228
DOI10.1007/s10182-008-0060-7zbMath1171.62315OpenAlexW2058989213MaRDI QIDQ732228
Publication date: 9 October 2009
Published in: AStA. Advances in Statistical Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10182-008-0060-7
geneticslongitudinal datatime seriessurvival analysiscomputational efficiencyimage analysisclustered datamissing dataspatial datageneralized linear modelscomposite likelihoodpairwise likelihoodpseudolikelihoodstatistical efficiency
Asymptotic distribution theory in statistics (62E20) Nonparametric estimation (62G05) Point estimation (62F10)
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Uses Software
Cites Work
- Inference for clustered data using the independence loglikelihood
- Longitudinal data analysis using generalized linear models
- Validation of Surrogate end Points in Multiple Randomized Clinical Trials with Failure Time end Points
- Bayesian forecasting and dynamic models.
- An introduction to copulas.
- A pairwise likelihood approach to estimation in multilevel probit models
- Pairwise likelihood inference in spatial generalized linear mixed models
- Asymptotic properties of computationally efficient alternative estimators for a class of multivariate normal models
- Pairwise likelihood inference for ordinal categorical time series
- Maximum likelihood estimation of multivariate polyserial and polychoric correlation coefficients
- Quasi-likelihood and its application. A general approach to optimal parameter estimation
- A composite likelihood approach to (co)variance components estimation
- Consistent and asymptotically normal parameter estimates for hidden Markov mixtures of Markov models
- Bootstrapping pseudolikelihood models for clustered binary data
- A pairwise likelihood approach to analyzing correlated binary data
- Consistency of estimators of the population-scaled recombination rate
- Models for discrete longitudinal data.
- Pairwise likelihood approach to grouped continuous model and its extension
- Correlated data analysis: modeling, analytics, and applications
- A Composite Likelihood Approach to Multivariate Survival Data
- On Estimation and Prediction for Spatial Generalized Linear Mixed Models
- Bayesian Prediction of Spatial Count Data Using Generalized Linear Mixed Models
- Network Tomography: Estimating Source-Destination Traffic Intensities from Link Data
- Maximum likelihood estimation of order m for stationary stochastic processes
- A pairwise likelihood approach to generalized linear models with crossed random effects
- A note on pseudolikelihood constructed from marginal densities
- Permutation invariance of alternating logistic regression for multivariate binary data
- A pseudolikelihood approach for simultaneous analysis of array comparative genomic hybridizations
- A Composite Likelihood Approach in Fitting Spatial Point Process Models
- Aberrant Crypt Foci and Semiparametric Modeling of Correlated Binary Data
- Covariance functions that are stationary or nonstationary in space and stationary in time
- A note on composite likelihood inference and model selection
- A Hybrid Pairwise Likelihood Method
- ML, PL, QL in Markov Chain Models
- Pairwise Likelihood Inference for General State Space Models
- Problems with likelihood estimation of covariance functions of spatial Gaussian processes
- Partial likelihood
- Efficiency of pseudolikelihood estimation for simple Gaussian fields
- Model-Based Geostatistics
- Marginal models for the analysis of longitudinal measurements with nonignorable non-monotone missing data
- REML Estimation with Exact Covariance in the Logistic Mixed Model
- Modelling multivariate binary data with alternating logistic regressions
- Statistical Models
- A serially correlated gamma frailty model for longitudinal count data
- Multivariate Clustered Data Analysis in Developmental Toxicity Studies
- Mixed-Effects Models in S and S-PLUS
- Regression in a bivariate copula model
- Regression Analysis Under Non-standard Situations: A Pairwise Pseudolikelihood Approach
- A Composite Likelihood Approach to Binary Spatial Data
- Window Subsampling of Estimating Functions with Application to Regression Models
- Composite Conditional Likelihood for Sparse Clustered Data
- Approximating Likelihoods for Large Spatial Data Sets
- Approximate Likelihood Methods for Estimating Local Recombination Rates
- Approximate Inference in Generalized Linear Mixed Models
- The Grouped Continuous Model for Multivariate Ordered Categorical Variables and Covariate Adjustment
- Logistic Regression for Correlated Binary Data
- Estimating Space and Space-Time Covariance Functions for Large Data Sets: A Weighted Composite Likelihood Approach
- Pairwise likelihood methods for inference in image models
- A Composite Likelihood Cross‐validation Approach in Selecting Bandwidth for the Estimation of the Pair Correlation Function
- Analyzing Spatially Distributed Binary Data Using Independent‐Block Estimating Equations
- Pairwise Fitting of Mixed Models for the Joint Modeling of Multivariate Longitudinal Profiles
- Composite likelihood and two-stage estimation in family studies
- Composite likelihood estimation in multivariate data analysis
- An Optimum Property of Regular Maximum Likelihood Estimation
- High Dimensional Multivariate Mixed Models for Binary Questionnaire Data
- On Information and Sufficiency
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