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Self-concordance for empirical likelihood     Newton's method  empirical likelihood       font style='font-size:12px;'> 2015/8/21
The usual approach to computing empirical likelihood for the mean uses Newton's method after eliminating a Lagrange multiplier and replacing the function- log(x) by a quadratic Taylor approximation t...
Detecting the Presence of Mixing with Multiscale Maximum Likelihood     Log-concave  Mixture detection       font style='font-size:12px;'> 2015/8/20
A test of homogeneity tries to decide whether observations come from a single distribution or from a mixture of several distributions. A powerful theory has been developed for the case where the comp...
For generalized linear models (GLM), in case the regressors are stochastic and have different distributions, the asymptotic properties of the maximum likelihood estimate (MLE) $\hat{\beta}_n$ of the p...

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