Bayesian analysis of time-varying interactions between stock returns and foreign equity flows

Abstract This study discusses the trading behavior of foreign investors with respect to economic uncertainty in the South Korean stock market from a time-varying perspective. We employ a news-based measure of economic uncertainty along with the model of time-varying parameter vector autoregression w...

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Main Authors: Boubekeur Baba, Güven Sevil
Format: Article
Language:English
Published: SpringerOpen 2021-06-01
Series:Financial Innovation
Subjects:
Online Access:https://doi.org/10.1186/s40854-021-00267-9
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spelling doaj-2ebfc00e96e948539f30cffa3905f3372021-07-04T11:33:02ZengSpringerOpenFinancial Innovation2199-47302021-06-017112510.1186/s40854-021-00267-9Bayesian analysis of time-varying interactions between stock returns and foreign equity flowsBoubekeur Baba0Güven Sevil1Graduate School of Social Sciences, Anadolu UniversityOpen Education Faculty, Anadolu UniversityAbstract This study discusses the trading behavior of foreign investors with respect to economic uncertainty in the South Korean stock market from a time-varying perspective. We employ a news-based measure of economic uncertainty along with the model of time-varying parameter vector autoregression with stochastic volatility. The empirical analysis reveals several new findings about foreign investors’ trading behaviors. First, we find evidence that positive feedback trading often appears during periods of high economic uncertainty, whereas negative feedback trading is exclusively observable during periods of low economic uncertainty. Second, the foreign investors’ feedback trading appears mostly to be well-timed and often leads the time-varying economic uncertainty except in periods of global crises. Third, lagged negative (positive) response of net flows to economic uncertainty is found to be coupled with lagged positive (negative) feedback trading. Fourth, the study documents an asymmetric response of foreign investors with regard to negative and positive shocks of economic uncertainty. Specifically, we find that they instantly turn to positive feedback trading after a negative contemporaneous response of net flows to shocks of economic uncertainty. In contrast, they move slowly toward negative feedback trading after a positive response of net flows to uncertainty shocks.https://doi.org/10.1186/s40854-021-00267-9Stock returnsNet foreign equity flowsTime-varying parameter VARFeedback tradingForecast abilityEconomic policy uncertainty
collection DOAJ
language English
format Article
sources DOAJ
author Boubekeur Baba
Güven Sevil
spellingShingle Boubekeur Baba
Güven Sevil
Bayesian analysis of time-varying interactions between stock returns and foreign equity flows
Financial Innovation
Stock returns
Net foreign equity flows
Time-varying parameter VAR
Feedback trading
Forecast ability
Economic policy uncertainty
author_facet Boubekeur Baba
Güven Sevil
author_sort Boubekeur Baba
title Bayesian analysis of time-varying interactions between stock returns and foreign equity flows
title_short Bayesian analysis of time-varying interactions between stock returns and foreign equity flows
title_full Bayesian analysis of time-varying interactions between stock returns and foreign equity flows
title_fullStr Bayesian analysis of time-varying interactions between stock returns and foreign equity flows
title_full_unstemmed Bayesian analysis of time-varying interactions between stock returns and foreign equity flows
title_sort bayesian analysis of time-varying interactions between stock returns and foreign equity flows
publisher SpringerOpen
series Financial Innovation
issn 2199-4730
publishDate 2021-06-01
description Abstract This study discusses the trading behavior of foreign investors with respect to economic uncertainty in the South Korean stock market from a time-varying perspective. We employ a news-based measure of economic uncertainty along with the model of time-varying parameter vector autoregression with stochastic volatility. The empirical analysis reveals several new findings about foreign investors’ trading behaviors. First, we find evidence that positive feedback trading often appears during periods of high economic uncertainty, whereas negative feedback trading is exclusively observable during periods of low economic uncertainty. Second, the foreign investors’ feedback trading appears mostly to be well-timed and often leads the time-varying economic uncertainty except in periods of global crises. Third, lagged negative (positive) response of net flows to economic uncertainty is found to be coupled with lagged positive (negative) feedback trading. Fourth, the study documents an asymmetric response of foreign investors with regard to negative and positive shocks of economic uncertainty. Specifically, we find that they instantly turn to positive feedback trading after a negative contemporaneous response of net flows to shocks of economic uncertainty. In contrast, they move slowly toward negative feedback trading after a positive response of net flows to uncertainty shocks.
topic Stock returns
Net foreign equity flows
Time-varying parameter VAR
Feedback trading
Forecast ability
Economic policy uncertainty
url https://doi.org/10.1186/s40854-021-00267-9
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