Natural Real Exponential Families with Cubic Variance Functions
Letac, Gerard ; Mora, Marianne
Ann. Statist., Tome 18 (1990) no. 1, p. 1-37 / Harvested from Project Euclid
Pursuing the classification initiated by Morris (1982), we describe all the natural exponential families on the real line such that the variance is a polynomial function of the mean with degree less than or equal to 3. We get twelve different types; the first six appear in the fundamental paper by Morris (1982); most of the other six appear as distributions of first passage times in the literature, the inverse Gaussian type being the most famous example. An explanation of this occurrence of stopping times is provided by the introduction of the notion of reciprocity between two measures or between two natural exponential families, and by classical fluctuation theory.
Publié le : 1990-03-14
Classification:  Natural exponential families,  variance functions,  62E10,  60J30
@article{1176347491,
     author = {Letac, Gerard and Mora, Marianne},
     title = {Natural Real Exponential Families with Cubic Variance Functions},
     journal = {Ann. Statist.},
     volume = {18},
     number = {1},
     year = {1990},
     pages = { 1-37},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1176347491}
}
Letac, Gerard; Mora, Marianne. Natural Real Exponential Families with Cubic Variance Functions. Ann. Statist., Tome 18 (1990) no. 1, pp.  1-37. http://gdmltest.u-ga.fr/item/1176347491/