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Market Timing Ability of Bond-Equity Yield Ratio : A study of trading strategies in Japan, Malaysia and SingaporeChit, Ngwe Lin Myat, Wang, Feiran January 2014 (has links)
Market Timing Strategy is an active investment strategy, which is based on the signals of indicators, for the investors to make their investment decisions. However, there has always been the question on which variable is a good indicator, that would provide superior returns for the investment. Bond to Equity Yield Ratio (BEYR) is a new indicator widely researched by many academics in the field of finance and extensively applied by practitioners of the financial markets during the last two decades. Efficient Market Hypothesis (EMH) is a theory in finance which states that stock prices are always reflected with the relevant information and beating the market from predicting the trend of future stock prices is not possible. Therefore, if the market is in accordance with EMH, market timing strategy is not useful and passive investment strategy is better than active investment strategy. Although extant literatures have proved BEYR as a good indicator to be used in market timing strategy, the focus of the existing research is on the financial markets in the United States, the United Kingdom, and the Europe; the study on Asian financial markets is very limited. The main objective of the research is mainly motivated by this knowledge gap. This study will use extreme value strategy as an active trading strategy to conduct research on the market timing ability of BEYR in three Asian financial markets: Japan, Malaysia and Singapore. In addition, passive trading strategy will be used to compare with active trading strategy in each country to identify whether the markets comply with weak form of EMH. Deductive approach of quantitative research is conducted and three main hypotheses are developed to achieve the research objective. The empirical findings from our research and the responses to the main hypotheses can be summarized as active trading strategy does perform better than passive trading strategy for all countries and the market timing ability of BEYR is not as good as the traditional indicators: dividend yields and earning yields for all countries. Therefore, the financial markets of all counties under scrutiny do not comply with weak form of EMH. However, it is worthy to take note that the sample period chosen for this research includes the period when the Global Financial Crisis occurred in 2008. Therefore, it is assumed that the impact of the financial crisis is the main reason contributing the difference between the findings from our research and the existing literatures. Moreover, the difference in the nature of financial market can be considered as another underlying factor for the new perspective on BEYR resulting from our empirical results.
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Tydsberekening binne 'n APT-raamwerk / Market timing in APT frameworkBrevis, Tersia, 1967- 06 1900 (has links)
Die studie vergelyk die prestasie van 'n koop-en-hou-strategie met die van 'n
tydsberekeningstrategie binne die raamwerk van die arbitrasie-prysbepalingsteorie
(APT) op die nywerheidsindeks van die Johannesburgse Aandelebeurs (JA). Die
periode van die studie is oor twee tydperke, naamlik Januarie 1970 tot September
1987 en Januarie 1989 tot Junie 1997.
Die langtermyntendens van die nywerheidsindeks en APT-faktore is bepaal deur die
beste nie-reglynige model vir elke tydreeks te vind. Reglynige meervoudige
stapsgewyse regressie-ontleding is gebruik om die bewegings van die
nywerheidsindeks rondom die langtermyntendens te voorspel. Die sloeringsreekse van
die langtermyntendensresidutelling van die APT-faktore en die sloeringsreekse van die
eerste-ordeverskiltelling van die langtermyntendensresidutelling is as moontlike
voorspellers gebruik. Gegrond hierop is beslissingslyne ontwik:kel wat gebruik is vir
die implementering van 'n tydsberekeningstrategie.
Die resultate van die studie is die volgende:
• Waar die sloeringsreekse van die langtermyntendensresidutelling van die APTfaktore
as moontlike voorspellers gebruik is, is die risiko-aangepaste
opbrengskoers van 'n tydsberekeningstrategie 6, 41 persent en 0, 71 persent b6
die van 'n koop-en-hou-strategie vir tydperk een en twee onderskeidelik.
• Waar die sloeringsreekse van die eerste-ordeverskiltelling van die
langtermyntendensresidutelling van die APT-faktore as moontlike voorspellers
gebruik is, is die risiko-aangepaste opbrengskoers van 'n tydsberekeningstrategie 10,40 persent en 1,04 persent b6 die van 'n koop-enhou-
strategie vir tydperk een en twee onderskeidelik.
Die belangrikste gevolgtrekking van die studie is dat die APT en 'n
tydsberekeningstrategie teoreties en prakties versoenbaar is op die JA. Aanbevelings
vir toekomstige navorsing is die volgende: ( 1) sistematiese risikofaktore, anders as
makro-ekonomiese faktore, behoort identifiseer te word wat die voorspellingswaarde
van die faktore in die tweede tydperk van die studie kan verhoog; (2) elke stap van die
model wat ontwikkel is, behoort op elke indeks van die JA toegepas te word om die
risiko-aangepaste opbrengskoers van 'n tydsberekeningstrategie toegepas op elkeen
van die indekse met die van 'n koop-en-hou-strategie te vergelyk; en (3) die invloed
van transaksiekoste en dividende op die potensiele voordele van tydsberekening moet
bepaal word. / The study compares the performance of a buy-and-hold strategy with that of a markettiming
strategy in the framework of the arbitrage pricing theory (APT) applied to the
industrial index of the Johannesburg Stock Exchange (JSE). The study period is
divided into two parts, namely January 1970 to September 1987 and January 1989 to
June 1997.
The long-term trend of the industrial index and every APT factor is determined by
finding the best nonlinear model for each time series. Linear multiple stepwise
regression analysis, with the lagged time series of the long-term trend error terms of
the APT factors, is used to forecast the movement of the industrial index around its
long-term trend. Decision lines were developed to implement a market-timing
strategy.
The results of the study are as follows:
• Where the lagged time series of the long-term trend error terms of the APT
factors were used as possible predictors, the risk-adjusted return of a markettiming
strategy was 6, 41 percent and 0, 71 percent higher than that of a buyand-
hold strategy for periods one and two respectively.
• Where the lagged time series of the first-order difference of the long-term trend
error term of the APT factors were used as possible predictors, the riskadjusted
return of the market-timing strategy was 10,40 percent and 1,04
percent higher than that of a buy-and-hold strategy for periods one and two
respectively.
The main conclusion of the study is that the APT and a market-timing strategy are
theoretically and practically reconcilable on the JSE. The main recommendations of
the study are the following: (1) systematic risk factors, other than macroeconomic
factors, should be identified in order to increase the forecasting value of these factors
in the second period of the study; (2) each step of the model developed in this study
should be repeated on every index of the JSE; and (3) the influence of transaction costs
and dividends on the potential benefits of a market-timing strategy should be
determined. / Business Management / DCom (Sakebestuur)
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Tydsberekening binne 'n APT-raamwerk / Market timing in APT frameworkBrevis, Tersia, 1967- 06 1900 (has links)
Die studie vergelyk die prestasie van 'n koop-en-hou-strategie met die van 'n
tydsberekeningstrategie binne die raamwerk van die arbitrasie-prysbepalingsteorie
(APT) op die nywerheidsindeks van die Johannesburgse Aandelebeurs (JA). Die
periode van die studie is oor twee tydperke, naamlik Januarie 1970 tot September
1987 en Januarie 1989 tot Junie 1997.
Die langtermyntendens van die nywerheidsindeks en APT-faktore is bepaal deur die
beste nie-reglynige model vir elke tydreeks te vind. Reglynige meervoudige
stapsgewyse regressie-ontleding is gebruik om die bewegings van die
nywerheidsindeks rondom die langtermyntendens te voorspel. Die sloeringsreekse van
die langtermyntendensresidutelling van die APT-faktore en die sloeringsreekse van die
eerste-ordeverskiltelling van die langtermyntendensresidutelling is as moontlike
voorspellers gebruik. Gegrond hierop is beslissingslyne ontwik:kel wat gebruik is vir
die implementering van 'n tydsberekeningstrategie.
Die resultate van die studie is die volgende:
• Waar die sloeringsreekse van die langtermyntendensresidutelling van die APTfaktore
as moontlike voorspellers gebruik is, is die risiko-aangepaste
opbrengskoers van 'n tydsberekeningstrategie 6, 41 persent en 0, 71 persent b6
die van 'n koop-en-hou-strategie vir tydperk een en twee onderskeidelik.
• Waar die sloeringsreekse van die eerste-ordeverskiltelling van die
langtermyntendensresidutelling van die APT-faktore as moontlike voorspellers
gebruik is, is die risiko-aangepaste opbrengskoers van 'n tydsberekeningstrategie 10,40 persent en 1,04 persent b6 die van 'n koop-enhou-
strategie vir tydperk een en twee onderskeidelik.
Die belangrikste gevolgtrekking van die studie is dat die APT en 'n
tydsberekeningstrategie teoreties en prakties versoenbaar is op die JA. Aanbevelings
vir toekomstige navorsing is die volgende: ( 1) sistematiese risikofaktore, anders as
makro-ekonomiese faktore, behoort identifiseer te word wat die voorspellingswaarde
van die faktore in die tweede tydperk van die studie kan verhoog; (2) elke stap van die
model wat ontwikkel is, behoort op elke indeks van die JA toegepas te word om die
risiko-aangepaste opbrengskoers van 'n tydsberekeningstrategie toegepas op elkeen
van die indekse met die van 'n koop-en-hou-strategie te vergelyk; en (3) die invloed
van transaksiekoste en dividende op die potensiele voordele van tydsberekening moet
bepaal word. / The study compares the performance of a buy-and-hold strategy with that of a markettiming
strategy in the framework of the arbitrage pricing theory (APT) applied to the
industrial index of the Johannesburg Stock Exchange (JSE). The study period is
divided into two parts, namely January 1970 to September 1987 and January 1989 to
June 1997.
The long-term trend of the industrial index and every APT factor is determined by
finding the best nonlinear model for each time series. Linear multiple stepwise
regression analysis, with the lagged time series of the long-term trend error terms of
the APT factors, is used to forecast the movement of the industrial index around its
long-term trend. Decision lines were developed to implement a market-timing
strategy.
The results of the study are as follows:
• Where the lagged time series of the long-term trend error terms of the APT
factors were used as possible predictors, the risk-adjusted return of a markettiming
strategy was 6, 41 percent and 0, 71 percent higher than that of a buyand-
hold strategy for periods one and two respectively.
• Where the lagged time series of the first-order difference of the long-term trend
error term of the APT factors were used as possible predictors, the riskadjusted
return of the market-timing strategy was 10,40 percent and 1,04
percent higher than that of a buy-and-hold strategy for periods one and two
respectively.
The main conclusion of the study is that the APT and a market-timing strategy are
theoretically and practically reconcilable on the JSE. The main recommendations of
the study are the following: (1) systematic risk factors, other than macroeconomic
factors, should be identified in order to increase the forecasting value of these factors
in the second period of the study; (2) each step of the model developed in this study
should be repeated on every index of the JSE; and (3) the influence of transaction costs
and dividends on the potential benefits of a market-timing strategy should be
determined. / Business Management / DCom (Sakebestuur)
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