Constarium
← Search

Data · dataset · 2009

Forecast Evaluation of Explanatory Models of Financial Variability [Dataset]

Listed in Harvard Dataverse and e-cienciaDatos — shown once because both records carry DOI 10.7910/dvn/84ep9b

A practice that has become widespread and widely endorsed is that of evaluating forecasts of financial variability obtained from discrete time models by comparing them with high-frequency ex post estimates (e.g. realised volatility) based on continuous time theory.

Description

In explanatory financial variability modelling this raises several methodological and practical issues, which suggests an alternative approach is needed. The contribution of this study is twofold.

First, the finite sample properties of operational and practical procedures for the forecast evaluation of exp lanatory discrete time models of financial variability are studied. Second, based on the simulation results a simple but general framework is proposed and illustrated. The illustration provides an example of where an explanatory model outperforms realised volatility ex post.

Links

Topics

From keywords
Economics & Finance
Inferred from text
Banking, finance and investment 75% · Simulation 75%
Provenance · 2 source records, 9 field assertions
SourceKeyLast seenRaw
Harvard Dataversedoi:10.7910/DVN/84EP9B13 d agoJSON v1
e-cienciaDatosdoi:10.7910/DVN/84EP9B11 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:3502enrichment · Harvard Dataversetaxonomy-embedding@1.1.0title+keywords+description (75%)
concepts[field].local:field:economics-financemapping · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0/subjects
concepts[method].local:method:simulationenrichment · Harvard Dataversekeyword-concept-rules@1.0.0title+description (75%)
created_datesource · Harvard Dataverseconnector:dataverse@1.0.0
descriptionsource · Harvard Dataverseconnector:dataverse@1.0.0/description
publication_datesource · Harvard Dataverseconnector:dataverse@1.0.0
titlesource · Harvard Dataverseconnector:dataverse@1.0.0/name
updated_datesource · Harvard Dataverseconnector:dataverse@1.0.0
version_labelsource · Harvard Dataverseconnector:dataverse@1.0.0