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math.ST2019
Maximum Likelihood under constraints: Degeneracies and Random Critical Points
Subhro Ghosh, Sanjay Chaudhuri
We investigate the problem of semi-parametric maximum likelihood under constraints on summary statistics. Such a procedure results in a discrete probability distribution that maxim…
stat.ME2019★ 2 cited
A Conditional Empirical Likelihood Based Method for Model Parameter Estimation from Complex survey Datasets
Sanjay Chaudhuri, Mark S. Handcock
We consider an empirical likelihood framework for inference for a statistical model based on an informative sampling design. Covariate information is incorporated both through the…