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- W4382599659 abstract "We’ve talked a lot about families of distributions: the normal densities, the geometric probability mass functions, etc. A family of distributions is just a collection of densities or mass functions that are the same except for the values of the parameter(s). Most of the named distributions that we have talked about are exponential families. The exponential families form a class of families, where the formula for the density or mass function can be written in a certain form. Many nice results hold for all of the families in the class, and exponential families are the starting point for developing a theory about generalized regression models, an important type of statistical data analysis." @default.
- W4382599659 created "2023-06-30" @default.
- W4382599659 date "2019-01-01" @default.
- W4382599659 modified "2023-09-24" @default.
- W4382599659 title "Chapter 55: Exponential Families" @default.
- W4382599659 doi "https://doi.org/10.1137/1.9781611975789.ch55" @default.
- W4382599659 hasPublicationYear "2019" @default.
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