A MULTIFACTOR REGIME SWITCHING MODEL FOR COUNTRY EXCHANGE-TRADED FUNDS

This thesis explores the returns of country exchange-traded funds (ETFs) with regime switching risk factors. Using the Bayesian information criterion, I select the model with six risk factors and three states among other models.The estimation results show that both the returns of country ETFs and th...

Full description

Bibliographic Details
Main Author: Yuan, Jun
Language:en
Published: 2011
Online Access:http://hdl.handle.net/10222/14235
id ndltd-LACETR-oai-collectionscanada.gc.ca-NSHD.ca#10222-14235
record_format oai_dc
spelling ndltd-LACETR-oai-collectionscanada.gc.ca-NSHD.ca#10222-142352013-10-04T04:12:51ZA MULTIFACTOR REGIME SWITCHING MODEL FOR COUNTRY EXCHANGE-TRADED FUNDSYuan, JunThis thesis explores the returns of country exchange-traded funds (ETFs) with regime switching risk factors. Using the Bayesian information criterion, I select the model with six risk factors and three states among other models.The estimation results show that both the returns of country ETFs and their sensitivities to risk factors are highly regime dependent.Firstly, the U.S. size and value factors are significant in explaining all selected ETFs across regimes. More specifically, small capitalization is associated with lower returns for seven ETFs in some regimes. High book-to-market ratio generates higher returns for all ETFs in most regimes. Secondly, the global stock market has a positive impact on all selected country ETFs. Thirdly, all ETFs returns are negatively correlated to market volatility in bull and bear markets. Fourthly, stronger U.S. dollar generates a higher return for US ETF and lower returns for other seven ETFs across regimes. Finally, the returns of Australia, Canada and UK ETFs, which invest heavily in materials, are positively affected by commodity prices while other ETF returns are negatively influenced by them across regimes.2011-09-06T14:15:26Z2011-09-06T14:15:26Z2011-09-062011-08-29http://hdl.handle.net/10222/14235en
collection NDLTD
language en
sources NDLTD
description This thesis explores the returns of country exchange-traded funds (ETFs) with regime switching risk factors. Using the Bayesian information criterion, I select the model with six risk factors and three states among other models.The estimation results show that both the returns of country ETFs and their sensitivities to risk factors are highly regime dependent.Firstly, the U.S. size and value factors are significant in explaining all selected ETFs across regimes. More specifically, small capitalization is associated with lower returns for seven ETFs in some regimes. High book-to-market ratio generates higher returns for all ETFs in most regimes. Secondly, the global stock market has a positive impact on all selected country ETFs. Thirdly, all ETFs returns are negatively correlated to market volatility in bull and bear markets. Fourthly, stronger U.S. dollar generates a higher return for US ETF and lower returns for other seven ETFs across regimes. Finally, the returns of Australia, Canada and UK ETFs, which invest heavily in materials, are positively affected by commodity prices while other ETF returns are negatively influenced by them across regimes.
author Yuan, Jun
spellingShingle Yuan, Jun
A MULTIFACTOR REGIME SWITCHING MODEL FOR COUNTRY EXCHANGE-TRADED FUNDS
author_facet Yuan, Jun
author_sort Yuan, Jun
title A MULTIFACTOR REGIME SWITCHING MODEL FOR COUNTRY EXCHANGE-TRADED FUNDS
title_short A MULTIFACTOR REGIME SWITCHING MODEL FOR COUNTRY EXCHANGE-TRADED FUNDS
title_full A MULTIFACTOR REGIME SWITCHING MODEL FOR COUNTRY EXCHANGE-TRADED FUNDS
title_fullStr A MULTIFACTOR REGIME SWITCHING MODEL FOR COUNTRY EXCHANGE-TRADED FUNDS
title_full_unstemmed A MULTIFACTOR REGIME SWITCHING MODEL FOR COUNTRY EXCHANGE-TRADED FUNDS
title_sort multifactor regime switching model for country exchange-traded funds
publishDate 2011
url http://hdl.handle.net/10222/14235
work_keys_str_mv AT yuanjun amultifactorregimeswitchingmodelforcountryexchangetradedfunds
AT yuanjun multifactorregimeswitchingmodelforcountryexchangetradedfunds
_version_ 1716601338302824448