Browsing by Subject "exponential family of distributions"
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Item Two data sets that are examples for an article titled "Computationally efficient likelihood inference in exponential families when the maximum likelihood estimator does not exist"(2018-05-22) Eck, Daniel J.; Geyer, Charles J.; http://dx.doi.org/10.1214/08-EJS349Two data sets, one previously on the web since 2009 at http://www.stat.umn.edu/geyer/gdor/catrec.txt and used as an example in the article "Likelihood inference in exponential families and directions of recession" doi:10.1214/08-EJS349, and the other a new example for a new article (https://arxiv.org/abs/1803.11240). For neither does the maximum likelihood estimator exist in the conventional sense. The new data set is much bigger and takes 4 days of computer time to use the methods of the 2009 article but only seconds with the methods of the new article.