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Download as PDF; Printable version; ... Pages in category "Exponential family distributions" ... out of 42 total.
In probability and statistics, an exponential family is a parametric set of probability distributions of a certain form, specified below. This special form is chosen for mathematical convenience, including the enabling of the user to calculate expectations, covariances using differentiation based on some useful algebraic properties, as well as for generality, as exponential families are in a ...
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For example, the Bernoulli distribution is a binomial distribution with n = 1 trial, the exponential distribution is a gamma distribution with shape parameter α = 1 (or k = 1 ), and the geometric distribution is a special case of the negative binomial distribution. Some exponential family distributions are not NEF.
Marshall–Olkin exponential distribution; Matrix gamma distribution; Matrix normal distribution; Matrix-exponential distribution; Maximum entropy probability distribution; Maxwell–Boltzmann distribution; McCullagh's parametrization of the Cauchy distributions; Metalog distribution; Mittag-Leffler distribution; Moffat distribution; Multimodal ...
The Dagum distribution; The exponential distribution, which describes the time between consecutive rare random events in a process with no memory. The exponential-logarithmic distribution; The F-distribution, which is the distribution of the ratio of two (normalized) chi-squared-distributed random variables, used in the analysis of variance.
In probability theory and statistics, the exponential distribution or negative exponential distribution is the probability distribution of the distance between events in a Poisson point process, i.e., a process in which events occur continuously and independently at a constant average rate; the distance parameter could be any meaningful mono-dimensional measure of the process, such as time ...
Download as PDF; Printable version; In other projects ... out of 51 total. ... Exponential family;
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