Unpublished conference/Abstract (Scientific congresses and symposiums)
News-induced style seasonality
Gillain, Cédric; Ittoo, Ashwin; Lambert, Marie
201936th International Conference of the French Finance Association (AFFI)
 

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Keywords :
Asset pricing; Style investing; Textual analysis; Machine learning
Abstract :
[en] This paper posits a new methodological approach to test how specialized media could influence the information transmission channels towards investors. We contribute to the literature on the role of media on investor limited attention, on seasonal effects in market anomalies and on the impact of news on market anomalies. Our approach is somewhat different from the current literature as we determine whether we can detect any seasonality in the news coverage of recommendations, analyses or opinions on investment styles provided by specialized press to institutional investors. Our paper not only contributes to the literature on market anomalies and seasonality effects in financial markets but also aligns itself with a new strand of research involving the application of text mining in finance. First, our text corpus gathers articles from specialized press targeting institutional investors. Such a corpus is unique and has never been investigated. Second, we build our own dictionaries from several statistical methods to extract style information from news flow. The method is innovative and our study is the first to investigate the seasonality in the underlying information channel. At this stage, the paper is mainly methodological and centered on small and large styles. Results will be extended to other investment styles in the near future and completed with statistical test of cyclicality and trend analysis.
Disciplines :
Finance
Author, co-author :
Gillain, Cédric ;  Université de Liège - ULiège > HEC Liège : UER > UER Opérations : Systèmes d'information de gestion
Ittoo, Ashwin ;  Université de Liège - ULiège > HEC Liège : UER > UER Opérations : Systèmes d'information de gestion
Lambert, Marie ;  Université de Liège - ULiège > HEC Liège : UER > UER Finance et Droit : Analyse financière et finance d'entr.
Language :
English
Title :
News-induced style seasonality
Publication date :
17 June 2019
Event name :
36th International Conference of the French Finance Association (AFFI)
Event organizer :
Université Laval
Event place :
Québec, Canada
Event date :
June 17-19, 2019
Audience :
International
Available on ORBi :
since 20 February 2020

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