Robo-Advisor
74 páginas
- Autores:
-
Gómez Gómez, David
- Tipo de recurso:
- Trabajo de grado de pregrado
- Fecha de publicación:
- 2024
- Institución:
- Universidad EIA .
- Repositorio:
- Repositorio EIA .
- Idioma:
- spa
- OAI Identifier:
- oai:repository.eia.edu.co:11190/6950
- Acceso en línea:
- https://repository.eia.edu.co/handle/11190/6950
- Palabra clave:
- Robo-Advisor
Finanzas
Riesgos
Gestión de Inversiones
Finance
Risk
Investment Management
- Rights
- openAccess
- License
- Derechos Reservados - Universidad EIA, 2024
id |
REIA2_e9e245b7f7b8d612a3e48bf340a95426 |
---|---|
oai_identifier_str |
oai:repository.eia.edu.co:11190/6950 |
network_acronym_str |
REIA2 |
network_name_str |
Repositorio EIA . |
repository_id_str |
|
dc.title.none.fl_str_mv |
Robo-Advisor |
title |
Robo-Advisor |
spellingShingle |
Robo-Advisor Robo-Advisor Finanzas Riesgos Gestión de Inversiones Finance Risk Investment Management |
title_short |
Robo-Advisor |
title_full |
Robo-Advisor |
title_fullStr |
Robo-Advisor |
title_full_unstemmed |
Robo-Advisor |
title_sort |
Robo-Advisor |
dc.creator.fl_str_mv |
Gómez Gómez, David |
dc.contributor.advisor.none.fl_str_mv |
Lochmuller, Christian |
dc.contributor.author.none.fl_str_mv |
Gómez Gómez, David |
dc.subject.proposal.spa.fl_str_mv |
Robo-Advisor Finanzas Riesgos Gestión de Inversiones |
topic |
Robo-Advisor Finanzas Riesgos Gestión de Inversiones Finance Risk Investment Management |
dc.subject.proposal.eng.fl_str_mv |
Finance Risk Investment Management |
description |
74 páginas |
publishDate |
2024 |
dc.date.issued.none.fl_str_mv |
2024 |
dc.date.accessioned.none.fl_str_mv |
2025-01-30T18:44:50Z |
dc.date.available.none.fl_str_mv |
2025-01-30T18:44:50Z |
dc.type.none.fl_str_mv |
Trabajo de grado - Pregrado |
dc.type.coar.none.fl_str_mv |
http://purl.org/coar/resource_type/c_7a1f |
dc.type.driver.none.fl_str_mv |
info:eu-repo/semantics/bachelorThesis |
dc.type.version.none.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.content.none.fl_str_mv |
Text |
dc.type.redcol.none.fl_str_mv |
http://purl.org/redcol/resource_type/TP |
dc.type.coarversion.none.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
format |
http://purl.org/coar/resource_type/c_7a1f |
status_str |
publishedVersion |
dc.identifier.uri.none.fl_str_mv |
https://repository.eia.edu.co/handle/11190/6950 |
url |
https://repository.eia.edu.co/handle/11190/6950 |
dc.language.iso.none.fl_str_mv |
spa |
language |
spa |
dc.rights.none.fl_str_mv |
Derechos Reservados - Universidad EIA, 2024 |
dc.rights.license.none.fl_str_mv |
Atribución-NoComercial 4.0 Internacional (CC BY-NC 4.0) |
dc.rights.accessrights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.coar.none.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
rights_invalid_str_mv |
Derechos Reservados - Universidad EIA, 2024 Atribución-NoComercial 4.0 Internacional (CC BY-NC 4.0) http://purl.org/coar/access_right/c_abf2 |
eu_rights_str_mv |
openAccess |
dc.format.mimetype.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidad EIA |
dc.publisher.program.none.fl_str_mv |
Ingeniería Financiera |
dc.publisher.faculty.none.fl_str_mv |
Escuela de Ciencias Económicas y Administrativas |
dc.publisher.place.none.fl_str_mv |
Envigado (Antioquia, Colombia) |
publisher.none.fl_str_mv |
Universidad EIA |
institution |
Universidad EIA . |
bitstream.url.fl_str_mv |
https://repository.eia.edu.co/bitstreams/b50f524d-d6fb-45cb-9c2d-32de73eaa602/download https://repository.eia.edu.co/bitstreams/b7602027-0801-4708-87e7-8cb2ba54869f/download https://repository.eia.edu.co/bitstreams/cf4b6ed5-7dbb-4d40-88fa-b7bdf97f6201/download https://repository.eia.edu.co/bitstreams/a71f2d30-3b20-4fcd-89df-ef32e109ad89/download |
bitstream.checksum.fl_str_mv |
2264fce645ac2952653ce3f3b8fa781e 9cef32b7822fad6412b4a40b488ad1a2 da1f538392582ddacb9719777b893144 cc1786d88fd60ceba41f7bb9291250c5 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
Repositorio Institucional Universidad EIA |
repository.mail.fl_str_mv |
bdigital@metabiblioteca.com |
_version_ |
1828317406245683200 |
spelling |
Lochmuller, ChristianGómez Gómez, David2025-01-30T18:44:50Z2025-01-30T18:44:50Z2024https://repository.eia.edu.co/handle/11190/695074 páginasRESUMEN: Los Robo-Advisors (RAs) son plataformas automatizadas diseñadas para asistir a los inversionistas en la gestión de sus portafolios, teniendo en cuenta sus preferencias de riesgo, horizonte de inversión y objetivos financieros. En un mundo cada vez más digitalizado, estos sistemas han crecido exponencialmente debido a su capacidad para reducir costos y eliminar los sesgos emocionales presentes en la asesoría financiera tradicional. A lo largo del proyecto se buscó desarrollar un Robo-Advisor simplificado que sirva como apoyo a personas en la toma de decisiones de inversión. A lo largo del estudio, se realizó una revisión exhaustiva de la literatura sobre RAs y se analizaron modelos internacionales para identificar las variables clave utilizadas en su desarrollo. Posteriormente, se diseñó e implementó un modelo básico de Robo-Advisor en Python. Aunque el modelo desarrollado si brindaba una respuesta, se terminó por concluir que este no era suficiente pues las personas buscan un alto nivel de automatización, y no tener que invertir nada más allá de su capital. Por otro lado, se encontró que aún existen individuos que prefieren algún acompañamiento humano sobre el que ofrece un RA, incluso si esto significa un costo mayor.ABSTRACT: Robo-Advisors (RAs) are automated platforms designed to assist investors in managing their portfolios by considering their risk preferences, investment horizon, and financial goals. In an increasingly digitalized world, these systems have grown exponentially due to their ability to reduce costs and eliminate the emotional biases often present in traditional financial advisory. Throughout this project, the goal was to develop a simplified Robo-Advisor to support individuals in their investment decisions. The study included an in-depth literature review on RAs and an analysis of international models to identify the key variables used in their development. Subsequently, a basic Robo-Advisor model was designed and implemented in Python. Although the model provided some useful responses, it was ultimately concluded that it fell short, as most users seek a high level of automation that allows them to invest without additional effort beyond their initial capital. Additionally, it was found that many individuals still prefer some degree of human guidance over the one that is offered by an RA, even if it involves a higher cost.PregradoIngeniero(a) Financiero(a)application/pdfspaUniversidad EIAIngeniería FinancieraEscuela de Ciencias Económicas y AdministrativasEnvigado (Antioquia, Colombia)Derechos Reservados - Universidad EIA, 2024Atribución-NoComercial 4.0 Internacional (CC BY-NC 4.0)info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Robo-AdvisorTrabajo de grado - Pregradohttp://purl.org/coar/resource_type/c_7a1finfo:eu-repo/semantics/bachelorThesisinfo:eu-repo/semantics/publishedVersionTexthttp://purl.org/redcol/resource_type/TPhttp://purl.org/coar/version/c_970fb48d4fbd8a85Robo-AdvisorFinanzasRiesgosGestión de InversionesFinanceRiskInvestment ManagementPublicationLICENSElicense.txtlicense.txttext/plain; charset=utf-82553https://repository.eia.edu.co/bitstreams/b50f524d-d6fb-45cb-9c2d-32de73eaa602/download2264fce645ac2952653ce3f3b8fa781eMD57ORIGINALGomezDavid_2024_Robo-Advisor.pdfGomezDavid_2024_Robo-Advisor.pdfTrabajo de gradoapplication/pdf2252827https://repository.eia.edu.co/bitstreams/b7602027-0801-4708-87e7-8cb2ba54869f/download9cef32b7822fad6412b4a40b488ad1a2MD58TEXTGomezDavid_2024_Robo-Advisor.pdf.txtGomezDavid_2024_Robo-Advisor.pdf.txtExtracted texttext/plain101578https://repository.eia.edu.co/bitstreams/cf4b6ed5-7dbb-4d40-88fa-b7bdf97f6201/downloadda1f538392582ddacb9719777b893144MD59THUMBNAILGomezDavid_2024_Robo-Advisor.pdf.jpgGomezDavid_2024_Robo-Advisor.pdf.jpgGenerated Thumbnailimage/jpeg7198https://repository.eia.edu.co/bitstreams/a71f2d30-3b20-4fcd-89df-ef32e109ad89/downloadcc1786d88fd60ceba41f7bb9291250c5MD51011190/6950oai:repository.eia.edu.co:11190/69502025-01-30 13:48:32.724open.accesshttps://repository.eia.edu.coRepositorio Institucional Universidad EIAbdigital@metabiblioteca.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 |