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Simulation-Based Bias Correction Methods for Complex Models

Simulation-Based Bias Correction Methods for Complex Models

Along with the ever increasing data size and model complexity, an important challenge frequently encountered in constructing new estimators or in implementing a classical one such as the maximum likelihood estimator, is the computational aspect of the estimation procedure. To carry out estimation, approximate methods such as pseudo-likelihood functions or …