https://**en.wikipedia.org**/wiki/**Exponential_family**

Definition. The following is a sequence of increasingly more general definitions of an **exponential family**. A casual reader may wish to restrict attention to the first ...

https://**en.wikipedia.org**/wiki/**Natural_exponential_family**

In probability and statistics, a **natural exponential family** (NEF) is a class of probability distributions that is a special case of an **exponential family** (EF).

www.cs.princeton.edu/.../cos597C/lectures/**exponential-families**.pdf

**Exponential Families** David M. Blei 1 Introduction We discuss the **exponential family**, a very exible family of distributions. Most distributions that you have heard of ...

www.stat.purdue.edu/~tlzhang/stat526/logistic.pdf

**Exponential Family** Suppose Y1, ,Yn are independent random variables. Let f(yi; θi,ϕ) be PMF or PDF of Yi, where ϕ is a scale parameter. If we can write

www.cs.columbia.edu/~jebara/4771/tutorials/lecture12.pdf

**The Exponential Family of Distributions** p(x)=h(x)eµ>T(x)¡A(µ) µ vector of parameters T(x) vector of “suf£cient statistics” A(µ) cumulant generating function

www.casact.org/pubs/dpp/dpp04/04dpp117.pdf

A PRIMER ON **THE EXPONENTIAL FAMILY OF DISTRIBUTIONS** David R. Clark and Charles A. Thayer 2004 Call Paper Program on Generalized Linear Models

www.stat.purdue.edu/~dasgupta/expfamily.pdf

18 The **Exponential Family and Statistical Applications** The **Exponential family** is a practically convenient and widely used uniﬂed family of distributions

www.cs.princeton.edu/courses/archive/spr09/cos513/scribe/lecture11.pdf

LECTURE **11: EXPONENTIAL FAMILY AND GENERALIZED LINEAR** MODELS 3 where x= (x 1;x 2; ;x N)>and PM k=1 k = 1. Following the same process as Bernoulli, we have:

https://metacademy.org/graphs/concepts/**exponential_families**

**Exponential families** are a broad class of probability distributions which includes many basic distributions such as Bernoullis and Gaussians, as well as Markov random ...

https://stat.duke.edu/courses/Spring11/sta114/lec/expofam.pdf

**Exponential Families** Robert L. Wolpert Department of Statistical Science ... Conjugate families for every **exponential family** are available in the same way.