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Turquía | La inversión en "Tiempo Real" y "Alta definición": Un enfoque Big Data

Published on Tuesday, October 22, 2024 | Updated on Thursday, November 21, 2024

Big Data techniques used

Turquía | La inversión en "Tiempo Real" y "Alta definición": Un enfoque Big Data

Summary

Presentación de BBVA Research en la conferencia conjunta de la Banca d'Italia y la Junta de la Reserva Federal, "Nontraditional Data & Statistical Learning with Applications to Macroeconomics"

Key points

  • Key points:
  • The high uncertainty triggered by the Covid-19 crisis has stressed the need to monitor the evolution of the economy in “real time”. These efforts have been materialized in several ways: focusing on timely, alternative indicators, developing higher frequency models and developing New Big Data Indicators
  • Through the analysis of the firm-to-firm transactions we extend our project of national accounts in real time & high definition to Investment. We approximate investment demand in one type of asset taking into account the aggregate flows or transactions done from any firm or individual to the sector which produce the fixed assets.
  • We present a novel approach to estimate Investment in “Real Time & High Definition” from the analysis of a Bank´s Big Data (BBVA).
  • We cross validate the results through the high correlations with national accounts and high frequency proxies for Turkey and other countries
  • The Investment index improves the properties of a Standard Nowcasting Model in terms of forecasting accuracy, anticipation and news.

Teeeestt en ingles

Geographies

Topics

Authors

Seda Guler Mert BBVA Research - Principal Economist
Ali Batuhan Barlas BBVA Research - Senior Economist
Tomasa Rodrigo BBVA Research - Lead Economist
Alvaro Ortiz BBVA Research - Head of Analysis with Big Data

Resultados clave

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Documents and files

Nuevo documento español
Presentation (PDF)

Nuevo documento español

Spanish - November 14, 2024

Podcast 1

Podcast (MP3)

Podcast 1

Spanish - November 13, 2024

Video (YouTube)

Vídeo en inglés

Spanish - November 13, 2024

Banca dItalia and Federal Reserve Board
Presentation (PDF)

Banca dItalia and Federal Reserve Board

English - October 22, 2024

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