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...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
SpringerOpen
2021-06-01
|
Series: | Financial Innovation |
Subjects: | |
Online Access: | https://doi.org/10.1186/s40854-021-00267-9 |
id |
doaj-2ebfc00e96e948539f30cffa3905f337 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT boubekeurbaba bayesiananalysisoftimevaryinginteractionsbetweenstockreturnsandforeignequityflows AT guvensevil bayesiananalysisoftimevaryinginteractionsbetweenstockreturnsandforeignequityflows |
_version_ |
1721320171444895744 |