Continuous Probability Distributions generated by the PIPE Algorithm

Continuous Probability Distributions generated by the PIPE Algorithm

Abstract We investigate the use of the Probabilistic Incremental Programming Evolution (PIPE) algorithm as a tool to construct continuous cumulative distribution functions to model given data sets. The PIPE algorithm can generate several candidate functions to fit the empirical distribution of data....

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Bibliographic Details
Main Authors: LUIS G.B. PINHO, JUVÊNCIO S. NOBRE, GAUSS M. CORDEIRO
Format: Article
Language:English
Published: Academia Brasileira de Ciências 2022-11-01
Series:Anais da Academia Brasileira de Ciências
Subjects:
PIPE
continuous probability distributions
function regression
generated distributions
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652022000500301&tlng=en

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