• English
    • svenska
  • svenska 
    • English
    • svenska
  • Logga in
Redigera dokument 
  •   Startsida
  • School of Business, Economics and Law / Handelshögskolan
  • Department of Economics / Institutionen för nationalekonomi med statistik
  • Working papers
  • Redigera dokument
  •   Startsida
  • School of Business, Economics and Law / Handelshögskolan
  • Department of Economics / Institutionen för nationalekonomi med statistik
  • Working papers
  • Redigera dokument
JavaScript is disabled for your browser. Some features of this site may not work without it.

Evolution of topics in central bank speech communication

Sammanfattning
This paper studies the content of central bank speech communication from 1997 through 2020 and asks the following questions: (i) What global topics do central banks talk about? (ii) How do these topics evolve over time? I turn to natural language processing, and more speci cally Dynamic Topic Models, to answer these questions. The analysis consists of an aggregate study of nine major central banks and a case study of the Federal Reserve, which allows for region speci c control variables. I show that: (i) Central banks address a broad range of topics. (ii) The topics are well captured by Dynamic Topic Models. (iii) The global topics exhibit strong and signi cant autoregressive properties not easily explained by nancial control variables.
Utgivare
University of Gothenburg
Övrig beskrivning
JEL Classi cation: C38, C55, E52, E58
URL:
http://hdl.handle.net/2077/69745
Samlingar
  • Working papers
Fil(er)
gupea_2077_69745_1.pdf (1.424Mb)
Datum
2021-10
Författare
Hansson, Magnus
Nyckelord
central bank communication
monetary policy
textual analysis
dynamic topic models
narratives
Publikationstyp
report
ISSN
1403-2465
Serie/rapportnr.
Working Papers in Economics
811
Språk
eng
Metadata
Visa fullständig post

DSpace software copyright © 2002-2016  DuraSpace
gup@ub.gu.se | Teknisk hjälp
Theme by 
Atmire NV
 

 

Visa

VisaSamlingarI datumordningFörfattareTitlarNyckelordDenna samlingI datumordningFörfattareTitlarNyckelord

Mitt konto

Logga inRegistrera dig

DSpace software copyright © 2002-2016  DuraSpace
gup@ub.gu.se | Teknisk hjälp
Theme by 
Atmire NV