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Empirical likelihood provides inferences whose validity does not depend on specifying a parametric model for the data. Because it uses a likelihood, the method has certain inherent advantages over resampling methods: it uses the data to determine the shape of the confidence regions, and it makes it easy to combine data from multiple sources.
Empirical Likelihood Method in Survival Analysis
Empirical Likelihood Methods in Biomedicine and Health
Empirical Likelihood and Quantile Methods for Time Series
Empirical Bayes Methods
In All Likelihood
Inference and Asymptotics
Nonparametric Inference
Probability Theory and Statistical Inference
Confidence, Likelihood, Probability
Empirical Bayes Methods with Applications
Mathematical Statistics
Methods for Estimation and Inference in Modern Econometrics
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