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The objectives of this thesis are: first, to investigate the impact of investor sentiment in UK financial markets in different investment intervals through the construction of separate sentiment measures for UK investors and UK institutional investors; second, to examine institutional herding behaviour by studying UK mutual fund data; third, to explore the causal relation between institutional herding and investor sentiment. The study uses US, German and UK financial market data and investor sentiment survey data from 1st January 1996 to 30th June 2011. The impact of investor sentiment on UK equity returns is studied both in general, and more specifically by distinguishing between tranquil and financial crisis periods. It is found that UK equity returns are significantly influenced by US individual and institutional sentiment and hardly at all by local UK investor sentiment. The sentiment contagion across borders is more pronounced in the shorter investment interval. The investigation of institutional herding behaviour is conducted by examining return dispersions and the Beta dispersions of UK mutual funds. Little evidence of herding in return is found, however strong evidence of Beta herding is presented. The study also suggests that beta herding is not caused by market fundamental and macroeconomic factors, instead, it perhaps arises from investor sentiment. This is consistent between closed-end and open-ended funds. The relation between institutional herding and investor sentiment is investigated by examining the measures of herding against the measures of investor sentiment in the UK and US. It suggests that UK institutional herding is influenced by investor sentiment, and UK institutional sentiment has a greater impact as compared to UK market sentiment. Open-end fund managers are more likely to be affected by individual investor sentiment, whereas closed-end fund managers herd on institutional sentiment.

This study examines to what extent how oil movements differently affect equity returns in general and sectoral levels of the GCC countries stock markets. Modeling the equity returns volatility requires using GARCH-type models. These models help to explore the pronounced differences of the conditional variance structures across sectors and markets. Chapter 1 compares the effects of changes in oil price return and its volatility on equity returns and volatility across sectors. The findings of this chapter show that despite the GCC states dependency on oil revenues, equity market performance at the sectoral level do not exactly associate with oil movements. Our results, in particular, show that the GCC stock markets do not always move hand-in-hand with oil market movements. In chapter 2, we explore the relationship within a specific sector, i.e. Banks sector in Saudi Arabia Stock market. We examine if oil price changes affect Islamic banks differently than conventional ones. The findings show a decrease in degree of co-movement between these two types of banking system and oil market, meaning that they are less integrated. Although the Islamic banks kept a higher degree of co-movement with oil, limitations of Shari'ah restrictions on Islamic banks have little impact on the relationship between oil and those banks. Chapter 3 examines whether the level of corruption influences how oil changes affect the GCC stock markets. The findings of chapter 3 show that dissimilar levels of corruption between GCC countries have inconsiderable differences on the oil return effects on the GCC stock markets. Oil returns affect both low and high level of corruption groups. The oil return innovation affects the equity volatility for Saudi Arabia and Kuwait more than other four GCC countries.

This study examines the effect of corporate liquidity and investor protection on the relation between financial distress and equity returns using a European sample over the 2002-2016 period. The results show that returns are hump-shaped and decreasing for increasing default risk. This can be rationalized by corporate liquidity indicating that higher cash holdings decrease liquidity risk. Moreover, firms in countries with high investor protection exhibit a more severe decrease of returns when default risk increases relative to firms in countries with low investor protection. This is because of the legal system that allows investors to renegotiate upon distress and to more accurately price equities.

Can Machines Explain Stock Returns? Thesis Abstract Karolína Chalupová January 5, 2021 Recent research shows that neural networks predict stock returns better than any other model. The networks' mathematically complicated nature is both their advantage, enabling to uncover complex patterns, and their curse, making them less readily interpretable, which obscures their strengths and weaknesses and complicates their usage. This thesis is one of the first attempts at overcoming this curse in the domain of stock returns prediction. Using some of the recently developed machine learning interpretability methods, it explains the networks' superior return forecasts. This gives new answers to the long- standing question of which variables explain differences in stock returns and clarifies the unparalleled ability of networks to identify future winners and losers among the stocks in the market. Building on 50 years of asset pricing research, this thesis is likely the first to uncover whether neural networks support the economic mechanisms proposed by the literature. To a finance practitioner, the thesis offers the transparency of decomposing any prediction into its drivers, while maintaining a state-of-the-art profitability in terms of Sharpe ratio. Additionally, a novel metric is proposed that is particularly suited...

Purpose The purpose of this study is to investigate whether abnormal return patterns can occur on different share indices, as a result of the outcome in national team matches. The subordinary aim is to investigate whether there are differences between the three share indices, (small-, mid- and large cap) depending on the match category and how it relates regarding the five countries in the study. Method This study has a positivistic and deductive approach, using a modified event study methodology. The event period is one day after the event. For each nation, year and share index, different estimation periods have been created. The study comprises 760 national team football matches and is investigating how each different share index is affected by match outcomes in championship matches, qualifying matches and friendlies. Results Upon compilation of all 760 matches, the result of this study shows a statistically significant impact on two of the three possible match outcomes, regarding small cap index. Furthermore the result also shows a connection between friendly matches and small cap index. The match categories championship matches and qualifying matches demonstrates no connection to the three diffrent kind of share indices. Regarding the different nations, Spain and their small- and large cap index shows the most significant connection between the match outcome and abnormal return. Conclusions The small cap share index is basically the only index that is affected by the all the matches that is involved in this study (after a victory or a loss). The magnitude of a match does not seem to have a greater influence on investor rationality. Over all, the match outcome draw does not lead to negative abnormal return. Of this studys five surveyed countries (England, France, Spain, Sweden and Germany), the english and german share indicies seems to be least likley to be affected by the outcome in national team football matches.

The evolving nature of the Korean 'chaebol' - both a business group and the founding family who control the corporation - continues to intrigue scholars of corporate governance (Khanna and Yafeh, JEL 2007). In my thesis, I investigate these multi-generational controlling families to explain the chaebol's significance in the historical evolution of South Korea's political economy during the 20th century. My research first describes the origins of chaebol entrepreneurs and details their role in the growth of light industry before the the rise of state-led industrialisation during the social revolution of the 1960s in South Korea. I then consider the specific institutional features which appear to work against family control, even though they would ultimately support its proliferation: 1) progressive politics; 2) inheritance tax; and 3) ownership dispersion. Notably, my analysis of these distinctive institutions provides a clearer understanding of the contemporary behavior of the chaebols and their ability to maintain family control over many decades of growth. In order to better understand the role of controlling families, during the state-led industrialisation period (1961-1988), I analyse their corporate networks and their ability to wield political power. To do so, I employ an unconventional source of evidence: a database of marriages among chaebol families. This research is theoretically grounded in the contact capabilities hypothesis advanced by Amsden (1989) and Guillén (2001a, 2001b with Kock). My scholarly approach complements parallel research on human networks within the state. My findings have implications for: 1) the epochal nature of chaebol-political networks; and 2) the market reaction to such network events, thus demonstrating the economic significance of these informal networks. In my last chapter on the post-1998 era of financial liberalisation, I explore the evolution of the ownership structure within the business group as it relates to policy history. I do this through an analysis of The Holding Company Act of 1999, and show how the controlling families in South Korea found novel ways to use the Act to support their family ownership and corporate control in spite of the original intentions of the regulators. As I show, share buyback programmes, first popularized in Anglo-American financial markets, were crucial to the maintenance of chaebol. As it turns out, liberal policies, imported from the West, proved no more able to limit family capitalism in South Korea than domestic policy had been during the preceding state-led industrialisation era. Nonetheless, activist investor has a special role to play.

It is a sandwich Thesis. The first and the second essay are joint works with my Supervisor, Dr. Ronald Balvers. The third essay is joint work with Fangxing Liu, a Ph.D. candidate (Finance) at DeGroote School of Business, where we have equally shared the work responsibility. / First essay deals with Productivity shocks. Productivity shocks transmitted from productivity leaders to trailing sectors are systematic sources of risk. Global technology and knowledge diffusion leads to predictable patterns in productivity dynamics across countries and industries. Productivity gaps determine the level of exposure to the systematic leader productivity shocks. Firms in a country-industry with larger productivity gaps relative to the world leader are more dependent on the leader's innovations compared to their own productivity improvements. They thus have higher loadings on the leader productivity shocks and higher average stock returns. For OECD panel data, a country-industry's productivity gap significantly predicts the stock returns of the country-industry: holding the quintile of country- industry portfolios with the largest gaps and shorting the quintile with the smallest gaps generates annual returns of 9.8% (6.7% after risk adjustment with standard factors). A factor associated with the productivity gap explains country-industry portfolio returns substantially better than standard factor models. Loadings on leader-country-productivity shocks are found to have substantial correlation with productivity gaps, and leader productivity shocks are more important for stock returns than idiosyncratic productivity shocks. These findings suggest that the productivity gaps and associated higher average returns are indeed tied to systematic risk. The second essay deals with Technology shocks. Technology shocks from technological frontier economies are a critical determinant of productivity shocks. These shocks spill over, pervading all lagging economies and are true systematic shocks. A country's aggregate technology gap with the frontier determines the potential for the systematic innovation shocks to affect it, but the country's absorption capacity determines its effective sensitivity to these shocks. We find conforming evidence that the technology gap, R&D intensity, and absorption capacity can explain stock returns. For OECD panel data, a one standard deviation increase in the technology gap increases excess stock returns by 0.578 percent per month. A one standard deviation increase in R&D intensity increases the excess return by 0.637 percent per month. An increase in absorption capacity of one standard deviation increases the excess return by 0.275 percent per month. When global FF factors are included, the results are diluted, which suggests that the FF factors may alias for the three variables associated with the systematic risk arising from frontier technology shocks. The third essay deals with Political risk. We find that the differences in Hassan et al. (2019) political Risk proxy derived from text processing of analyst transcripts can price cross-sectional returns after controlling for standard factor risks. A mimicking factor for the political risk measure, when added to the standard Fama French 5 factor model or the Q5 model, explains the test asset returns better than these models. In our limited sample, the changes in PRisk measure captures more information about political risk than the traditional measures from Baker et al. (2016), which suggests that one can start using changes in PRisk characteristic as a political risk proxy. / Thesis / Doctor of Philosophy (PhD)

The thesis analyzes macro-economic determinants and roles of financial sector development. The literature argues that the size and efficiency of both banking systems and financial markets - the two major components of a financial system - matter for economic development. In the same vein, the quality of financial institutions and regulations are instrumental in the construction of a strong financial system. We study several aspects of financial sector development in relation to three recent phenomena, namely, the rise of Islamic banking and finance, the increasing interest for emerging stock markets, and the growing remittance flows. This thesis is made up of three essays. The first essay extends the literature on the determinants of financial sector development, from the angle of culture. We show that, on average, Islamic finance favors the development of the banking sector in Muslim countries. We provide evidence that several countries have indeed been successful in launching a new, Shariah-compliant, banking system, while not harming the existing, conventional, banking sector. Our empirical analysis uses a newly-constructed original database on the size and performance of Islamic deposit banks globally over the period 2000 to 2005. The second essay focuses on stock markets, in particular, the less-studied emerging equity markets. We confirm traditional literature findings on unconditional stock returns, over a panel of 53 Major and Frontier markets. Mainly, volatility is high, big surprises happen, and return correlations with the rest of the world are low but have been rising over the last decades. In spite of large differences in market size and liquidity, Frontier market returns are qualitatively similar to Major markets', except correlations, which are lower in Frontier markets. At current correlation levels, the latter continue to bring substantial diversification benefits to international investors. The last essay examines the relationship between remittances and economic growth. It confirms that remittances are important for developing countries as they stimulate domestic investment. It then demonstrates, theoretically and empirically, that improving the access to bank deposit accounts is crucial to channel remittances to more productive uses. This is even more true when the access to international borrowing is costly. The 2008-2009 financial crisis has propelled the improvement of financial systems to the top of policymakers' agendas. Our work contributes to a better understanding of the importance of finance in economic outcomes. It also brings a novel perspective on the determinants of financial systems./ Notre thèse a pour objet l'étude des déterminants et des rôles macro-économiques des secteurs financiers dans le monde. Selon la littérature scientifique, la taille et l'efficacité des systèmes bancaires et des marchés financiers - les deux composantes principales d'un système financier - sont importantes pour le développement économique. Il apparaît également que la qualité des institutions et des régulations financières contribuent à la création d'un système financier fort. Au travers de trois essais, nous examinons plusieurs aspects du développement du secteur financier, qui sont en relation avec trois phénomènes récents; à savoir: la croissance de la finance islamique, l'intérêt grandissant pour les marchés boursiers émergents, et l'augmentation des flux de transferts de fonds des migrants. Dans le premier essai, nous nous intéressons aux facteurs culturels comme déterminants des secteurs financiers et, en particulier, au rôle de la religion musulmane. Nous montrons que, en moyenne, la finance islamique favorise le développement du secteur bancaire dans les pays musulmans. Plusieurs pays ont en effet réussi à développer un nouveau secteur bancaire compatible avec la Shariah, sans porter ombrage au secteur bancaire non islamique avec lequel il co-existe. Notre analyse empirique est fondée sur une base de données nouvelle et originale. Celle-ci a pour intérêt de fournir des indicateurs de taille et de performance des banques islamiques de dépôt dans le monde, pour la période 2000-2005. Dans le deuxième essai, nous explorons les rendements inconditionnels obtenus sur les marchés boursiers, en particulier les marchés émergents d'actions. Notre analyse d'un large panel de 53 marchés émergents "Majeurs" et "Frontières" confirme les résultats traditionnellement observés dans la littérature. Ainsi, pour l'essentiel, les deux types de marchés sont volatils et émaillés d'événements extrêmes. De plus, les rendements des marchés émergents sont faiblements corrélés avec ceux du reste du monde, même si ces corrélations ont augmenté au cours des derniers décennies. Malgré d'importantes différences en terme de taille et de liquidité, les rendements sur marchés "Frontières" sont qualitativement similaires à ceux des marchés "Majeurs", à l'exception des corrélations. Ces dernières sont en effet actuellement plus faibles dans les marchés "Frontières", qui continuent dès lors à offrir d'importants bénéfices de diversification aux investisseurs internationaux. Dans le dernier essai, nous examinons la relation entre les transferts d'argent des migrants et la croissance économique. Nous confirmons l'idée que les transferts de fonds des migrants sont importants pour les pays en voie de développement. Mais surtout, nous démontrons, de manière théorique et empirique, qu'il est crucial de faciliter dans ces pays l'accès aux comptes de dépôt bancaires, afin de transformer une plus grande part des transferts des migrants en investissements productifs. Ceci est d'autant plus vrai quand l'accès aux autres sources de capitaux internationaux est coûteux. En conclusion, la crise financière de 2008-2009 a fait de l'amélioration des systèmes financiers la priorité de nombreuses politiques économiques. Dans cette perspective, notre travail apporte une contribution à une compréhension plus fine de l'importance de la finance pour l'économie, ainsi qu'une vision novatrice des déterminants des systèmes financiers.

The thesis analyzes macro-economic determinants and roles of financial sector development.<p> The literature argues that the size and efficiency of both banking systems and financial markets - the two major components of a financial system - matter for economic development. In the same vein, the quality of financial institutions and regulations are instrumental in the construction of a strong financial system.<p> We study several aspects of financial sector development in relation to three recent phenomena, namely, the rise of Islamic banking and finance, the increasing interest for emerging stock markets, and the growing remittance flows.<p> This thesis is made up of three essays.<p> The first essay extends the literature on the determinants of financial sector development, from the angle of culture. We show that, on average, Islamic finance favors the development of the banking sector in Muslim countries. We provide evidence that several countries have indeed been successful in launching a new, Shariah-compliant, banking system, while not harming the existing, conventional, banking sector. Our empirical analysis uses a newly-constructed original database on the size and performance of Islamic deposit banks globally over the period 2000 to 2005.<p> The second essay focuses on stock markets, in particular, the less-studied emerging equity markets. We confirm traditional literature findings on unconditional stock returns, over a panel of 53 Major and Frontier markets. Mainly, volatility is high, big surprises happen, and return correlations with the rest of the world are low but have been rising over the last decades. In spite of large differences in market size and liquidity, Frontier market returns are qualitatively similar to Major markets', except correlations, which are lower in Frontier markets. At current correlation levels, the latter continue to bring substantial diversification benefits to international investors.<p> The last essay examines the relationship between remittances and economic growth. It confirms that remittances are important for developing countries as they stimulate domestic investment. It then demonstrates, theoretically and empirically, that improving the access to bank deposit accounts is crucial to channel remittances to more productive uses. This is even more true when the access to international borrowing is costly.<p> The 2008-2009 financial crisis has propelled the improvement of financial systems to the top of policymakers' agendas. Our work contributes to a better understanding of the importance of finance in economic outcomes. It also brings a novel perspective on the determinants of financial systems./<p> Notre thèse a pour objet l'étude des déterminants et des rôles macro-économiques des secteurs financiers dans le monde.<p> Selon la littérature scientifique, la taille et l'efficacité des systèmes bancaires et des marchés financiers - les deux composantes principales d'un système financier - sont importantes pour le développement économique. Il apparaît également que la qualité des institutions et des régulations financières contribuent à la création d'un système financier fort.<p> Au travers de trois essais, nous examinons plusieurs aspects du développement du secteur financier, qui sont en relation avec trois phénomènes récents; à savoir: la croissance de la finance islamique, l'intérêt grandissant pour les marchés boursiers émergents, et l'augmentation des flux de transferts de fonds des migrants.<p> Dans le premier essai, nous nous intéressons aux facteurs culturels comme déterminants des secteurs financiers et, en particulier, au rôle de la religion musulmane. Nous montrons que, en moyenne, la finance islamique favorise le développement du secteur bancaire dans les pays musulmans. Plusieurs pays ont en effet réussi à développer un nouveau secteur bancaire compatible avec la Shariah, sans porter ombrage au secteur bancaire non islamique avec lequel il co-existe. Notre analyse empirique est fondée sur une base de données nouvelle et originale. Celle-ci a pour intérêt de fournir des indicateurs de taille et de performance des banques islamiques de dépôt dans le monde, pour la période 2000-2005.<p> Dans le deuxième essai, nous explorons les rendements inconditionnels obtenus sur les marchés boursiers, en particulier les marchés émergents d'actions. Notre analyse d'un large panel de 53 marchés émergents "Majeurs" et "Frontières" confirme les résultats traditionnellement observés dans la littérature. Ainsi, pour l'essentiel, les deux types de marchés sont volatils et émaillés d'événements extrêmes. De plus, les rendements des marchés émergents sont faiblements corrélés avec ceux du reste du monde, même si ces corrélations ont augmenté au cours des derniers décennies. Malgré d'importantes différences en terme de taille et de liquidité, les rendements sur marchés "Frontières" sont qualitativement similaires à ceux des marchés "Majeurs", à l'exception des corrélations. Ces dernières sont en effet actuellement plus faibles dans les marchés "Frontières", qui continuent dès lors à offrir d'importants bénéfices de diversification aux investisseurs internationaux.<p> Dans le dernier essai, nous examinons la relation entre les transferts d'argent des migrants et la croissance économique. Nous confirmons l'idée que les transferts de fonds des migrants sont importants pour les pays en voie de développement. Mais surtout, nous démontrons, de manière théorique et empirique, qu'il est crucial de faciliter dans ces pays l'accès aux comptes de dépôt bancaires, afin de transformer une plus grande part des transferts des migrants en investissements productifs. Ceci est d'autant plus vrai quand l'accès aux autres sources de capitaux internationaux est coûteux.<p> En conclusion, la crise financière de 2008-2009 a fait de l'amélioration des systèmes financiers la priorité de nombreuses politiques économiques. Dans cette perspective, notre travail apporte une contribution à une compréhension plus fine de l'importance de la finance pour l'économie, ainsi qu'une vision novatrice des déterminants des systèmes financiers. / Doctorat en Sciences économiques et de gestion / info:eu-repo/semantics/nonPublished