Biometrika · 2004 · 413 citations · 19 references
Natural SciencesBiostatisticsBayesian Data AnalysisStatistical ModelingStatisticsBayesian InferenceDensity EstimationInferential StatisticsLikelihood EstimationMaximum Likelihood EstimationStatistical InferenceAsymptotic PropertiesJoint Distribution EstimationMarginal DistributionsMarginal LikelihoodMarginal ProbabilityPseudo-likelihood EstimationPseudolikelihood
For likelihood-based inference involving distributions in which high-dimensional dependencies are present it may be useful to use approximate likelihoods based, for example, on the univariate or bivariate marginal distributions.
19