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Tail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexes

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Summary:This work project investigates the significance of tail risk in U.S. and European financial markets, focusing on stock-specific tail indexes and their implications for asset pricing and return predictability. Utilizing a flexible framework based on ordinary least squares (OLS), the work project estimates these tail indexes while incorporating various macroeconomic and financial covariates. By evaluating the risk premium and the predictive power of the tail indexes, this research contributes valuable insights into how financial risks affect market prices. The main finding of the analysis is the discovery of a significant tail risk premium for European stocks.
Main Authors:Racocha, Tomas
Subject:Tail risk Asset pricing Conditional tail index estimation Predictive modeling Extreme market events
Year:2025
Country:Portugal
Document type:master thesis
Access type:open access
Associated institution:Universidade Nova de Lisboa
Language:English
Origin:Repositório Institucional da UNL
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author Racocha, Tomas
author_facet Racocha, Tomas
author_role author
contributor_name_str_mv Rodrigues, Paulo Manuel Marques
RUN
country_str PT
creators_json_txt [{\"Person.name\":\"Racocha, Tomas\"}]
datacite.contributors.contributor.contributorName.fl_str_mv Rodrigues, Paulo Manuel Marques
RUN
datacite.creators.creator.creatorName.fl_str_mv Racocha, Tomas
datacite.date.Accepted.fl_str_mv 2025-01-16T00:00:00Z
datacite.date.available.fl_str_mv 2025-09-03T10:28:01Z
datacite.date.embargoed.fl_str_mv 2025-09-03T10:28:01Z
datacite.rights.fl_str_mv http://purl.org/coar/access_right/c_abf2
datacite.subjects.subject.fl_str_mv Tail risk
Asset pricing
Conditional tail index estimation
Predictive modeling
Extreme market events
datacite.titles.title.fl_str_mv Tail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexes
dc.contributor.none.fl_str_mv Rodrigues, Paulo Manuel Marques
RUN
dc.creator.none.fl_str_mv Racocha, Tomas
dc.date.Accepted.fl_str_mv 2025-01-16T00:00:00Z
dc.date.available.fl_str_mv 2025-09-03T10:28:01Z
dc.date.embargoed.fl_str_mv 2025-09-03T10:28:01Z
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv http://hdl.handle.net/10362/187451
dc.language.none.fl_str_mv eng
dc.rights.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.subject.none.fl_str_mv Tail risk
Asset pricing
Conditional tail index estimation
Predictive modeling
Extreme market events
dc.title.fl_str_mv Tail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexes
dc.type.none.fl_str_mv http://purl.org/coar/resource_type/c_bdcc
description This work project investigates the significance of tail risk in U.S. and European financial markets, focusing on stock-specific tail indexes and their implications for asset pricing and return predictability. Utilizing a flexible framework based on ordinary least squares (OLS), the work project estimates these tail indexes while incorporating various macroeconomic and financial covariates. By evaluating the risk premium and the predictive power of the tail indexes, this research contributes valuable insights into how financial risks affect market prices. The main finding of the analysis is the discovery of a significant tail risk premium for European stocks.
dirty 0
eu_rights_str_mv openAccess
format masterThesis
fulltext.url.fl_str_mv https://run.unl.pt/bitstreams/0968d4f7-5b08-48d4-a253-740d63abcc2f/download
id run_4f87dedc19118d04933ccf8f78acc77c
identifier.url.fl_str_mv http://hdl.handle.net/10362/187451
inst_facet_str urn:organizationAcronym:unl{{{_:::_}}}Universidade Nova de Lisboa
instacron_str unl
institution Universidade Nova de Lisboa
instname_str Universidade Nova de Lisboa
language eng
network_acronym_str run
network_name_str Repositório Institucional da UNL
oai_identifier_str oai:run.unl.pt:10362/187451
organization_str_mv urn:organizationAcronym:unl
person_str_mv Racocha, Tomas
publishDate 2025
repo_facet_str urn:repositoryAcronym:run{{{_:::_}}}Repositório Institucional da UNL
reponame_str Repositório Institucional da UNL
repository_id_str urn:repositoryAcronym:run
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spelling engpt_PTThis work project investigates the significance of tail risk in U.S. and European financial markets, focusing on stock-specific tail indexes and their implications for asset pricing and return predictability. Utilizing a flexible framework based on ordinary least squares (OLS), the work project estimates these tail indexes while incorporating various macroeconomic and financial covariates. By evaluating the risk premium and the predictive power of the tail indexes, this research contributes valuable insights into how financial risks affect market prices. The main finding of the analysis is the discovery of a significant tail risk premium for European stocks.application/pdfpt_PTTail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexesRacocha, TomasRodrigues, Paulo Manuel MarquesHostingInstitutionOrganizationalRUNe-mailmailto:run@unl.ptrun@unl.ptURNurn:tid:2039917452025-09-03T10:28:01Z2025-01-162025-01-162025-01-16T00:00:00ZHandlehttp://hdl.handle.net/10362/187451http://purl.org/coar/access_right/c_abf2open accessTail riskAsset pricingConditional tail index estimationPredictive modelingExtreme market events1739049 bytesliteraturehttp://purl.org/coar/resource_type/c_bdccmaster thesishttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://run.unl.pt/bitstreams/0968d4f7-5b08-48d4-a253-740d63abcc2f/download
spellingShingle Tail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexes
Racocha, Tomas
Tail risk
Asset pricing
Conditional tail index estimation
Predictive modeling
Extreme market events
status SINGLETON
subject.fl_str_mv Tail risk
Asset pricing
Conditional tail index estimation
Predictive modeling
Extreme market events
title Tail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexes
title_full Tail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexes
title_fullStr Tail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexes
title_full_unstemmed Tail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexes
title_short Tail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexes
title_sort Tail risk dynamics in equity markets: estimation, implications, and predictive power of conditional tail indexes
topic Tail risk
Asset pricing
Conditional tail index estimation
Predictive modeling
Extreme market events
topic_facet Tail risk
Asset pricing
Conditional tail index estimation
Predictive modeling
Extreme market events
url http://hdl.handle.net/10362/187451
visible 1