Nonlinear Dynamics for the prediction of Statistical Distributions: An Operational Research perspective

A semantic connection between nonlinear or linear dynamical systems and statistical Gaussian distributions is developed as a theory. This connection is applied to predict changes in the Gaussian distribution when models of a complexsystem are available for making decisions in any operational researc...

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Autor principal: Ferreyra, Ricardo Tomás
Formato: conferenceObject
Lenguaje:Inglés
Publicado: 2022
Materias:
Semantic connection
Dynamical sistems
Gaussian distributions
Complex systems
Acceso en línea:http://hdl.handle.net/11086/25331
Aporte de:
Repositorio Digital Universitario (UNC) de Universidad Nacional de Córdoba
id I10-R141-11086-25331
record_format dspace
institution Universidad Nacional de Córdoba
institution_str I-10
repository_str R-141
collection Repositorio Digital Universitario (UNC)
language Inglés
topic Semantic connection
Dynamical sistems
Gaussian distributions
Complex systems
spellingShingle Semantic connection
Dynamical sistems
Gaussian distributions
Complex systems
Ferreyra, Ricardo Tomás
Nonlinear Dynamics for the prediction of Statistical Distributions: An Operational Research perspective
topic_facet Semantic connection
Dynamical sistems
Gaussian distributions
Complex systems
description A semantic connection between nonlinear or linear dynamical systems and statistical Gaussian distributions is developed as a theory. This connection is applied to predict changes in the Gaussian distribution when models of a complexsystem are available for making decisions in any operational research framework. A typical real case is considered in the analysis and the application of the theory is explained. As a theoretical extension, modified confidence intervals and extended hypothesis testing related to inferential statistics are briefly discussed to consider the global impact of this developed tool.
format conferenceObject
author Ferreyra, Ricardo Tomás
author_facet Ferreyra, Ricardo Tomás
author_sort Ferreyra, Ricardo Tomás
title Nonlinear Dynamics for the prediction of Statistical Distributions: An Operational Research perspective
title_short Nonlinear Dynamics for the prediction of Statistical Distributions: An Operational Research perspective
title_full Nonlinear Dynamics for the prediction of Statistical Distributions: An Operational Research perspective
title_fullStr Nonlinear Dynamics for the prediction of Statistical Distributions: An Operational Research perspective
title_full_unstemmed Nonlinear Dynamics for the prediction of Statistical Distributions: An Operational Research perspective
title_sort nonlinear dynamics for the prediction of statistical distributions: an operational research perspective
publishDate 2022
url http://hdl.handle.net/11086/25331
work_keys_str_mv AT ferreyraricardotomas nonlineardynamicsforthepredictionofstatisticaldistributionsanoperationalresearchperspective
bdutipo_str Repositorios
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