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Inferencia bayesiana
(2018)
The subject of this document is Bayesian Inference, an inference system based on Bayes’ Formula. In the first chapter we will state this formula and will discuss how to use it. It will be shown that, according to the ...
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Mathematical optimization and social networks
(2015-06-22)
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Problemas de localización competitiva. El modelo de Huff
(2016-06)
The ability of a firm to produce goods and/or services and market them effectively depends largely on the location of its facilities. Location theory deals with the modelling, formulation and solution of mathematical problems ...
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Random survival forests
(2021-05-15)
Survival Analysis is a crucial problem in statistics that tries to explain and model the behaviour of the individuals of a population through some features, one of them the time elapsed until death occurs. In this work, ...
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Monte Carlo Simulation: Methods and Applications
(2021-06-05)
En el ámbito de las matemáticas y la ingeniería aparecen frecuentemente integrales multidimensionales que son difíciles de resolver. Se puede solventar este problema proporcionando estimadores puntuales e intervalos de ...
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Regresión Lasso
(2018-06)
Currently we find regression problems in many branches of science, so, as better is the model we use to select variables, better will be solved the problem. The models seek: precise predictions, stability and interpretab ...
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Mathematical optimization and feature selection
(2015-06-21)
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Classification of functional data. A mathematical optimization approach.
(2022-06-18)
Functional data appear more and more in modern societies, in which many processes are monitored in real time. Classification (both unsupervised and supervised) problems with such data are a challenging problem. In this ...
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Support vector regression : propiedades y aplicaciones
(2016)
Statistical learning plays a key role in many areas of science, finance and industry. In particular, supervised learning plays a key role in the fields of statistics, data mining and artificial intelligence, intersecting ...