Estructuracion de un índice bursátil basado en criptomonedas

This study aims to propose an index based on cryptocurrencies, considering historical data from the cryptocurrency market. The study found a diversified index that adequately replicates the behavior of the cryptocurrency market. This index provides a financial tool for investors seeking to diversify...

Full description

Autores:
Velásquez Jordan, Daniel Camilo
Ocoró Rodríguez, Jose Giovanny
Tipo de recurso:
Trabajo de grado de pregrado
Fecha de publicación:
2023
Institución:
Universidad ICESI
Repositorio:
Repositorio ICESI
Idioma:
spa
OAI Identifier:
oai:repository.icesi.edu.co:10906/130218
Acceso en línea:
https://hdl.handle.net/10906/130218
https://biblioteca2.icesi.edu.co/cgi-olib/?oid=362554
Palabra clave:
Criptomonedas
Índice bursátil
Finanzas cuantitativas
Volatilidad
Liquidez
Rentabilidad
Riesgo
Correlación
Capitalización de mercado
Benchmarking
Blockchain
Trabajo de Grado en Finanzas
Cryptocurrencies
Stock Market Index
Quantitative Finance
Volatility
Liquidity
Profitability
Risk
Correlation
Market Capitalization
Benchmarking
Blockchain
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc-nd/4.0/
id ICESI2_daa003fbc197fd2a2f8e392f7b165012
oai_identifier_str oai:repository.icesi.edu.co:10906/130218
network_acronym_str ICESI2
network_name_str Repositorio ICESI
repository_id_str
dc.title.spa.fl_str_mv Estructuracion de un índice bursátil basado en criptomonedas
title Estructuracion de un índice bursátil basado en criptomonedas
spellingShingle Estructuracion de un índice bursátil basado en criptomonedas
Criptomonedas
Índice bursátil
Finanzas cuantitativas
Volatilidad
Liquidez
Rentabilidad
Riesgo
Correlación
Capitalización de mercado
Benchmarking
Blockchain
Trabajo de Grado en Finanzas
Cryptocurrencies
Stock Market Index
Quantitative Finance
Volatility
Liquidity
Profitability
Risk
Correlation
Market Capitalization
Benchmarking
Blockchain
title_short Estructuracion de un índice bursátil basado en criptomonedas
title_full Estructuracion de un índice bursátil basado en criptomonedas
title_fullStr Estructuracion de un índice bursátil basado en criptomonedas
title_full_unstemmed Estructuracion de un índice bursátil basado en criptomonedas
title_sort Estructuracion de un índice bursátil basado en criptomonedas
dc.creator.fl_str_mv Velásquez Jordan, Daniel Camilo
Ocoró Rodríguez, Jose Giovanny
dc.contributor.advisor.none.fl_str_mv Herrera, Luis Guillermo
dc.contributor.author.none.fl_str_mv Velásquez Jordan, Daniel Camilo
Ocoró Rodríguez, Jose Giovanny
dc.subject.proposal.spa.fl_str_mv Criptomonedas
Índice bursátil
Finanzas cuantitativas
Volatilidad
Liquidez
Rentabilidad
Riesgo
Correlación
Capitalización de mercado
Benchmarking
Blockchain
Trabajo de Grado en Finanzas
topic Criptomonedas
Índice bursátil
Finanzas cuantitativas
Volatilidad
Liquidez
Rentabilidad
Riesgo
Correlación
Capitalización de mercado
Benchmarking
Blockchain
Trabajo de Grado en Finanzas
Cryptocurrencies
Stock Market Index
Quantitative Finance
Volatility
Liquidity
Profitability
Risk
Correlation
Market Capitalization
Benchmarking
Blockchain
dc.subject.proposal.eng.fl_str_mv Cryptocurrencies
Stock Market Index
Quantitative Finance
Volatility
Liquidity
Profitability
Risk
Correlation
Market Capitalization
Benchmarking
Blockchain
description This study aims to propose an index based on cryptocurrencies, considering historical data from the cryptocurrency market. The study found a diversified index that adequately replicates the behavior of the cryptocurrency market. This index provides a financial tool for investors seeking to diversify their portfolio in cryptocurrencies. It is a new investment research alternative for cryptocurrency investors as it provides a global market perspective so that investors can make strategic and informed decisions, considering the most relevant factors for financial decision-making, such as profitability, risk, market liquidity, and correlation between assets.
publishDate 2023
dc.date.issued.none.fl_str_mv 2023-06-05
dc.date.accessioned.none.fl_str_mv 2025-03-25T15:29:20Z
dc.date.available.none.fl_str_mv 2025-03-25T15:29:20Z
dc.type.none.fl_str_mv bachelor thesis
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_7a1f
dc.type.local.none.fl_str_mv Trabajo de grado
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dc.identifier.repourl.none.fl_str_mv repourl:https://repository.icesi.edu.co/
url https://hdl.handle.net/10906/130218
https://biblioteca2.icesi.edu.co/cgi-olib/?oid=362554
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dc.language.iso.none.fl_str_mv spa
language spa
dc.relation.references.spa.fl_str_mv Alexander Lipton, A. S. (26 de Mayo de 2020). From Tether to Libra: Stablecoins, Digital Currency and the Future of Money. Cornell University , 3 - 4. Obtenido de https://arxiv.org/pdf/2005.12949.pdf
BITA. (2021). Index Methodology Guidebook BITA Crypto 10 Index. Obtenido de BITA: https://files.bita.io/B10_MG.pdf
Caplinger, D. (10 de Junio de 2022). What Is a Stock Market Index? Obtenido de The Motley Fool: https://www.fool.com/investing/stock - market/indexes/
Chen, J. (2022). Benchmark: What It Is, Types, an d How to Use Them in Investing . Obtenido de Investopedia: https://www.investopedia.com/terms/b/benchmark.asp#:~:text=Technician%20(CMT). - ,What%20Is%20a%20Benchmark%3F,portfolios%2C%20or%20other%20investment%2 0instruments.
CMC Markets. (2021). CMC MARKETS M ARKET CAPITALISATION CRYPTO INDEX METHODOLOGY. Obtenido de CMC Markets: https://assets.cmcmarkets.com/pdfs/major_emerging_crypto_indices_methodology.pdf
CMC Markets. (2021). CMC MARKETS MARKET CAPITALISATION CRYPTO INDEX METHODOLOGY. Obtenido de CMC Markets: https://assets.cmcmarkets.com/pdfs/major_emerging_crypto_indices_methodology.pdf
CMC markets. (2021). CMC MARKETS TIERED WEIGHT CRYPTO. Obtenido de CMC Markets: https://assets.cmcmarkets.com/pdfs/all_crypto_index_methodology.pdf
CMC Markets. (s.f). Cryp tocurrency index trading . Obtenido de CMC Markets: https://www.cmcmarkets.com/en/cryptocurrencies/crypto - index
CoinMarketCap. (2022). Today's Cryptocurrency Prices by Market Cap . Obtenido de CoinMarketCap: https://coinmarketcap.com/
CRIX. (2021). Methodolo gy . Obtenido de Royalton Crix: https://www.royalton - crix.com/methodology
Crypto.com. (2023). Crypto Market Sizing Report 2022 . Obtenido de crypto.com: https://crypto.com/research/2022 - crypto - market - sizing - report
Houben, R., & Snyers, A. (2018). Cryptocurrencies and blockchain. Legal context and implications for financial crime, money laundering and tax evasion.
Index Methodology Bloomberg Galaxy Crypto Index. (2018). Obtenido de Bloomberg: https://assets.bbhub.io /professional/sites/27/Bloomberg - Galaxy - Crypto - Index - Methodolgy - August - 2021.pdf
S&P Dow Jones Indices. (2022). Royalton CRIX Crypto Index . Obtenido de spglobal: https://www.spglobal.com/spdji/en/custom - indices/royalton - partners - ag - rpag/royalton - crix - crypto - index/#overview
Smith, D. M., & Yousif, K. K. (2020). Passive Equity Investing. Obtenido de CFA Institute: https://www.cfainstitute.org/en/membership/professional - development/refresher - readings/passive - equity - investing
Southern New Hampshire University. ( 2022). Mercados financieros: ¿Qué son y cuáles son sus tipos? Obtenido de https://es.snhu.edu/noticias/definicion - y - tipos - de - mercados - financieros
Tredinnick, L. (2019). Cryptocurrencies and the blockchain. Business Information Review , 36(1), 39 - 44.
Verona Martel, M. C. (2006). De la economía general a la economía financiera: un comentario. Innovar, 16 (27), 7 - 24.
Zetzsche, D., Arner, D. W., & Buckley, R. (2020). Decentralized Finance. Journal of Financial Regulation, 6 , 172 - 203. doi:10.1093/jfr/fjaa010
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Attribution-NonCommercial-NoDerivatives 4.0 International
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dc.format.medium.none.fl_str_mv Digital
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dc.publisher.none.fl_str_mv Universidad Icesi
dc.publisher.faculty.none.fl_str_mv Negocios y Economía
dc.publisher.program.none.fl_str_mv Finanzas
dc.publisher.place.none.fl_str_mv Santiago de cali
publisher.none.fl_str_mv Universidad Icesi
institution Universidad ICESI
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spelling Herrera, Luis GuillermoVelásquez Jordan, Daniel CamiloOcoró Rodríguez, Jose GiovannyCali de Lat: 03 24 00 N degrees minutes Lat: 3.4000 decimal degrees Long: 076 30 00 W degrees minutes Long: -76.5000 decimal degrees.2025-03-25T15:29:20Z2025-03-25T15:29:20Z2023-06-05https://hdl.handle.net/10906/130218https://biblioteca2.icesi.edu.co/cgi-olib/?oid=362554instname:Universidad Icesireponame:Biblioteca Digitalrepourl:https://repository.icesi.edu.co/This study aims to propose an index based on cryptocurrencies, considering historical data from the cryptocurrency market. The study found a diversified index that adequately replicates the behavior of the cryptocurrency market. This index provides a financial tool for investors seeking to diversify their portfolio in cryptocurrencies. It is a new investment research alternative for cryptocurrency investors as it provides a global market perspective so that investors can make strategic and informed decisions, considering the most relevant factors for financial decision-making, such as profitability, risk, market liquidity, and correlation between assets.1. Resumen -- 1.1 Palabras Claves -- 2. Abstract -- 2.1. Key Words -- 2. Introducción -- 2.1 Justificación del Proyecto -- 2.2 Planteamiento del Probl ema -- 2.3 Formulación del Problema -- 2.4 Objetivo General -- 2.5 Objetivos Específicos -- 3. Antecedentes -- 3.1 Marco Conceptual -- 3.2 Marco Teórico -- 4. Metodología -- 4.1 Tipo de Estudio -- 4.2 Método -- 4.3 Variables -- 4.4 Variables de Entrada -- 4.5 Variables de Salida -- 4.6 Muestra y Ventanas de Estimación -- 4.7 Herramientas y Técnicas -- 4.8 Fuentes de Información -- 5. Presentación de los Resultados -- 6. Análisis de Resultados -- 7. Conclusiones -- 8. Bibliografía36 páginasDigitalapplication/pdfspaUniversidad IcesiNegocios y EconomíaFinanzasSantiago de caliEL AUTOR, expresa que la obra objeto de la presente autorización es original y la elaboró sin quebrantar ni suplantar los derechos de autor de terceros, y de tal forma, la obra es de su exclusiva autoría y tiene la titularidad sobre éste. PARÁGRAFO: en caso de queja o acción por parte de un tercero referente a los derechos de autor sobre el artículo, folleto o libro en cuestión, EL AUTOR, asumirá la responsabilidad total, y saldrá en defensa de los derechos aquí autorizados; para todos los efectos, la Universidad Icesi actúa como un tercero de buena fe. Esta autorización, permite a la Universidad Icesi, de forma indefinida, para que en los términos establecidos en la Ley 23 de 1982, la Ley 44 de 1993, leyes y jurisprudencia vigente al respecto, haga publicación de este con fines educativos Toda persona que consulte ya sea la biblioteca o en medio electróico podrá copiar apartes del texto citando siempre la fuentes, es decir el título del trabajo y el autor.http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://purl.org/coar/access_right/c_abf2Estructuracion de un índice bursátil basado en criptomonedasbachelor thesishttp://purl.org/coar/resource_type/c_7a1fTrabajo de gradoinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/bachelorThesisTodo PúblicoCriptomonedasÍndice bursátilFinanzas cuantitativasVolatilidadLiquidezRentabilidadRiesgoCorrelaciónCapitalización de mercadoBenchmarkingBlockchainTrabajo de Grado en FinanzasCryptocurrenciesStock Market IndexQuantitative FinanceVolatilityLiquidityProfitabilityRiskCorrelationMarket CapitalizationBenchmarkingBlockchainAlexander Lipton, A. S. (26 de Mayo de 2020). From Tether to Libra: Stablecoins, Digital Currency and the Future of Money. Cornell University , 3 - 4. Obtenido de https://arxiv.org/pdf/2005.12949.pdfBITA. (2021). Index Methodology Guidebook BITA Crypto 10 Index. Obtenido de BITA: https://files.bita.io/B10_MG.pdfCaplinger, D. (10 de Junio de 2022). What Is a Stock Market Index? Obtenido de The Motley Fool: https://www.fool.com/investing/stock - market/indexes/Chen, J. (2022). Benchmark: What It Is, Types, an d How to Use Them in Investing . Obtenido de Investopedia: https://www.investopedia.com/terms/b/benchmark.asp#:~:text=Technician%20(CMT). - ,What%20Is%20a%20Benchmark%3F,portfolios%2C%20or%20other%20investment%2 0instruments.CMC Markets. (2021). CMC MARKETS M ARKET CAPITALISATION CRYPTO INDEX METHODOLOGY. Obtenido de CMC Markets: https://assets.cmcmarkets.com/pdfs/major_emerging_crypto_indices_methodology.pdfCMC Markets. (2021). CMC MARKETS MARKET CAPITALISATION CRYPTO INDEX METHODOLOGY. Obtenido de CMC Markets: https://assets.cmcmarkets.com/pdfs/major_emerging_crypto_indices_methodology.pdfCMC markets. (2021). CMC MARKETS TIERED WEIGHT CRYPTO. Obtenido de CMC Markets: https://assets.cmcmarkets.com/pdfs/all_crypto_index_methodology.pdfCMC Markets. (s.f). Cryp tocurrency index trading . Obtenido de CMC Markets: https://www.cmcmarkets.com/en/cryptocurrencies/crypto - indexCoinMarketCap. (2022). Today's Cryptocurrency Prices by Market Cap . Obtenido de CoinMarketCap: https://coinmarketcap.com/CRIX. (2021). Methodolo gy . Obtenido de Royalton Crix: https://www.royalton - crix.com/methodologyCrypto.com. (2023). Crypto Market Sizing Report 2022 . Obtenido de crypto.com: https://crypto.com/research/2022 - crypto - market - sizing - reportHouben, R., & Snyers, A. (2018). Cryptocurrencies and blockchain. Legal context and implications for financial crime, money laundering and tax evasion.Index Methodology Bloomberg Galaxy Crypto Index. (2018). Obtenido de Bloomberg: https://assets.bbhub.io /professional/sites/27/Bloomberg - Galaxy - Crypto - Index - Methodolgy - August - 2021.pdfS&P Dow Jones Indices. (2022). Royalton CRIX Crypto Index . Obtenido de spglobal: https://www.spglobal.com/spdji/en/custom - indices/royalton - partners - ag - rpag/royalton - crix - crypto - index/#overviewSmith, D. M., & Yousif, K. K. (2020). Passive Equity Investing. Obtenido de CFA Institute: https://www.cfainstitute.org/en/membership/professional - development/refresher - readings/passive - equity - investingSouthern New Hampshire University. ( 2022). Mercados financieros: ¿Qué son y cuáles son sus tipos? Obtenido de https://es.snhu.edu/noticias/definicion - y - tipos - de - mercados - financierosTredinnick, L. (2019). Cryptocurrencies and the blockchain. Business Information Review , 36(1), 39 - 44.Verona Martel, M. C. (2006). De la economía general a la economía financiera: un comentario. Innovar, 16 (27), 7 - 24.Zetzsche, D., Arner, D. W., & Buckley, R. (2020). Decentralized Finance. Journal of Financial Regulation, 6 , 172 - 203. doi:10.1093/jfr/fjaa010ORIGINALTG03896.pdfTG03896.pdfapplication/pdf564346https://repository.icesi.edu.co/bitstreams/ec0e48e4-d302-41e2-aaf9-f842cb06314e/download23006bff24e4f4a51c096dfe6d3f5364MD51LICENSElicense.txtlicense.txttext/plain1748https://repository.icesi.edu.co/bitstreams/ba9e54c7-511d-4646-939a-de9d35a95ceb/downloadbb9bdc0b3349e4284e09149f943790b4MD52CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8899https://repository.icesi.edu.co/bitstreams/90499922-ad20-41ec-a1a0-2636513a3e84/download3b6ce8e9e36c89875e8cf39962fe8920MD53THUMBNAILTG03896.pdf.jpgTG03896.pdf.jpgIM Thumbnailimage/jpeg5668https://repository.icesi.edu.co/bitstreams/6c7b855e-ad0d-44eb-875e-9aa172e060cb/download3d2dd24f5eccec8477f86639e4eafff2MD5410906/130218oai:repository.icesi.edu.co:10906/1302182025-06-04 10:25:20.058http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accesshttps://repository.icesi.edu.coBiblioteca Digital - Universidad Icesiadquisicion-bib@listas.icesi.edu.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