Probabilistic data-driven modeling
Auteur :
Aste, Tomaso
Éditeur :
Cambridge University Press
ISBN :
9781009221856
Date de publication :
1 mai 2025
Dimensions :
26,0 x 18,2 x 3,5 cm
Poids :
1000 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This book introduces a powerful selection of methodologies and approaches for constructing models from data from various domains from statistics to complexity science. This book uses the estimation of multivariate probabilities as a frame of reference for the entire domain, from linear regressions to deep learning neural networks.