Vives i Santa Eulàlia, Josep, 1963-Ramos Lobo, RaúlMurillo Auset, Alberto2023-06-022023-06-022023-01https://hdl.handle.net/2445/198840Treballs Finals de Grau de Matemàtiques, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2023, Director: Josep Vives i Santa Eulàlia[en] The aim of this work is to examine spatial statistics fundamentals and to study three different types of models used for flux migration forecasting: gravity models, radiation models and deep gravity models. The attention is drawn on Gaussian random fields, stationarity, kriging, Gaussian autoregression models and Markov random fields. Four gravity models, their respective four multi-linear regression models and a radiation model are implemented, all pulling the same data, to forecast migration flows within Catalonia (Spain) in 2019 between comarques by using data from these locations.66 p.application/pdfengcc-by-nc-nd (c) Alberto Murillo Auset, 2023http://creativecommons.org/licenses/by-nc-nd/3.0/es/Treballs de fi de grauProcessos de MarkovAnàlisi multivariableEstadística matemàticaMigració (Població)Bachelor's thesesMarkov processesMultivariate analysisMathematical statisticsMigration (Population)info:eu-repo/semantics/bachelorThesisinfo:eu-repo/semantics/openAccess