Pub Date : 1900-01-01DOI: 10.1007/978-3-030-66891-4_3
Marcus Buckmann, Andreas Joseph, Helena Robertson
{"title":"Opening the Black Box: Machine Learning Interpretability and Inference Tools with an Application to Economic Forecasting","authors":"Marcus Buckmann, Andreas Joseph, Helena Robertson","doi":"10.1007/978-3-030-66891-4_3","DOIUrl":"https://doi.org/10.1007/978-3-030-66891-4_3","url":null,"abstract":"","PeriodicalId":149527,"journal":{"name":"Data Science for Economics and Finance","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115977394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-030-66891-4_5
Massimo Guidolin, Manuela Pedio
{"title":"Sharpening the Accuracy of Credit Scoring Models with Machine Learning Algorithms","authors":"Massimo Guidolin, Manuela Pedio","doi":"10.1007/978-3-030-66891-4_5","DOIUrl":"https://doi.org/10.1007/978-3-030-66891-4_5","url":null,"abstract":"","PeriodicalId":149527,"journal":{"name":"Data Science for Economics and Finance","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132502594","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-030-66891-4_8
Corinna Ghirelli, S. Hurtado, Javier J. Pérez, A. Urtasun
{"title":"New Data Sources for Central Banks","authors":"Corinna Ghirelli, S. Hurtado, Javier J. Pérez, A. Urtasun","doi":"10.1007/978-3-030-66891-4_8","DOIUrl":"https://doi.org/10.1007/978-3-030-66891-4_8","url":null,"abstract":"","PeriodicalId":149527,"journal":{"name":"Data Science for Economics and Finance","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115923350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-030-66891-4_7
P. Cheng, L. Ferrara, Alice Froidevaux, Thanh-Long Huynh
{"title":"Massive Data Analytics for Macroeconomic Nowcasting","authors":"P. Cheng, L. Ferrara, Alice Froidevaux, Thanh-Long Huynh","doi":"10.1007/978-3-030-66891-4_7","DOIUrl":"https://doi.org/10.1007/978-3-030-66891-4_7","url":null,"abstract":"","PeriodicalId":149527,"journal":{"name":"Data Science for Economics and Finance","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124949882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-030-66891-4_13
Steven F. Lehrer, Tian Xie, Guanxi Yi
{"title":"Do the Hype of the Benefits from Using New Data Science Tools Extend to Forecasting Extremely Volatile Assets?","authors":"Steven F. Lehrer, Tian Xie, Guanxi Yi","doi":"10.1007/978-3-030-66891-4_13","DOIUrl":"https://doi.org/10.1007/978-3-030-66891-4_13","url":null,"abstract":"","PeriodicalId":149527,"journal":{"name":"Data Science for Economics and Finance","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116430674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-030-66891-4
{"title":"Data Science for Economics and Finance: Methodologies and Applications","authors":"","doi":"10.1007/978-3-030-66891-4","DOIUrl":"https://doi.org/10.1007/978-3-030-66891-4","url":null,"abstract":"","PeriodicalId":149527,"journal":{"name":"Data Science for Economics and Finance","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132906559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-030-66891-4_6
F. Lenoci, Elisa Letizia
{"title":"Classifying Counterparty Sector in EMIR Data","authors":"F. Lenoci, Elisa Letizia","doi":"10.1007/978-3-030-66891-4_6","DOIUrl":"https://doi.org/10.1007/978-3-030-66891-4_6","url":null,"abstract":"","PeriodicalId":149527,"journal":{"name":"Data Science for Economics and Finance","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125122749","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-030-66891-4_14
Janina Engel, M. Nardo, Michela Rancan
{"title":"Network Analysis for Economics and Finance: An Application to Firm Ownership","authors":"Janina Engel, M. Nardo, Michela Rancan","doi":"10.1007/978-3-030-66891-4_14","DOIUrl":"https://doi.org/10.1007/978-3-030-66891-4_14","url":null,"abstract":"","PeriodicalId":149527,"journal":{"name":"Data Science for Economics and Finance","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134103739","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-030-66891-4_12
T. Dierckx, Jesse Davis, W. Schoutens
{"title":"Quantifying News Narratives to Predict Movements in Market Risk","authors":"T. Dierckx, Jesse Davis, W. Schoutens","doi":"10.1007/978-3-030-66891-4_12","DOIUrl":"https://doi.org/10.1007/978-3-030-66891-4_12","url":null,"abstract":"","PeriodicalId":149527,"journal":{"name":"Data Science for Economics and Finance","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126653490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-3-030-66891-4_1
Luca Barbaglia, S. Consoli, S. Manzan, D. Recupero, M. Saisana, L. Pezzoli
{"title":"Data Science Technologies in Economics and Finance: A Gentle Walk-In","authors":"Luca Barbaglia, S. Consoli, S. Manzan, D. Recupero, M. Saisana, L. Pezzoli","doi":"10.1007/978-3-030-66891-4_1","DOIUrl":"https://doi.org/10.1007/978-3-030-66891-4_1","url":null,"abstract":"","PeriodicalId":149527,"journal":{"name":"Data Science for Economics and Finance","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130004683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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