Please use this identifier to cite or link to this item: http://hdl.handle.net/2445/135417
Title: Inferència causal
Author: Cancio Pujols, Ferran
Director/Tutor: Pujol Vila, Oriol
Keywords: Anàlisi multivariable
Treballs de fi de grau
Teoria de grafs
Causalitat
Aprenentatge automàtic
Influència de l'altitud
Fisiologia humana
Multivariate analysis
Bachelor's thesis
Graph theory
Causation
Machine learning
Influence of altitude
Human physiology
Issue Date: 18-Jan-2019
Abstract: [en] This project has two main objectives. The first one is to give a general and introductory idea of what causality is, especially in problems that can be represented by directed acyclic grafs. Do-calculus and interventions are introduced as a tool to identify and quantify causal effects. Moreover, this document wants to serve as an introductory but complete study to anyone interested in this field. The second objective is to improve in a given problem: which are the causes of altitude sickness? From here we will explore how oxygen saturation affects altitude sickness. Is low oxygen saturation the cause of altitude sickness or is it only a mediator of altitude?
Note: Treballs Finals de Grau de Matemàtiques, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2019, Director: Oriol Pujol Vila
URI: http://hdl.handle.net/2445/135417
Appears in Collections:Treballs Finals de Grau (TFG) - Matemàtiques

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