Regression models with intractable normalizing constants are valuable tools for analyzing complex data structures, yet ...

ABSTRACT: Analytical functions which fit the probability distributions of stars and galaxies can provide insight into how these distributions originate. In order to introduce a truncated version of ...

By a proper redefinition of its scale parameter, we present closed-form expressions for its main statistics: probability density function, cumulative distribution function, raw moments and ...

Evaluate the cumulative distribution function of a random variable ... Notes for Nonparametric Statistics 1 - An excellent technical description of nonparametric methods referenced heavily in the ...

Abstract: A longstanding problem in statistics pertains to the estimation of probability density functions of continuous random variables from a finite set of their samples. In this paper, we propose ...

One can see for example that in Fermi-Dirac statistics N i,FD lays always between 1 and zero. This is obvious, because the denominator can never become smaller than one, since is always positive. This ...