Stock and Bond Market Integration: Evidence from Russian Financial Markets

Minimizing the risks of an investment portfolio but not in the favour of expected returns is one of the key interests of an investor. Typically, portfolio diversification is achieved using two main strategies: investing in different classes of assets thought to have little or negative correlations or investing in similar classes of assets in multiple markets through international diversification. This study investigates integration of the Russian financial markets in the time period of January 1, 2003 to December 28, 2007 using daily data. The aim is to test the intra-country and cross-country integration of the Russian stock and bond markets between seven countries. Our test methodology for the short-run dynamics testing is the vector autoregressive model (VAR) and for the long-run cointegration testing we use the Johansen cointegration test which is an extension to VAR. The empirical results of this study show that the Russian stock and bond markets are not integrated in the long-run either at intra-country or cross-country level which means that the markets are relatively segmented. The short-run dynamics are also relatively low. This implies a presence of potential gains from diversification.

From Fluid Dynamics to Human Psychology.What Drives Financial Markets Towards Extreme Events

For decades researchers have been trying to build models that would help understand price performance in financial markets and, therefore, to be able to forecast future prices. However, any econometric approaches have notoriously failed in predicting extreme events in markets. At the end of 20th century, market specialists started to admit that the reasons for economy meltdowns may originate as much in rational actions of traders as in human psychology. The latter forces have been described as trading biases, also known as animal spirits. This study aims at expressing in mathematical form some of the basic trading biases as well as the idea of market momentum and, therefore, reconstructing the dynamics of prices in financial markets. It is proposed through a novel family of models originating in population and fluid dynamics, applied to an electricity spot price time series. The main goal of this work is to investigate via numerical solutions how well theequations succeed in reproducing the real market time series properties, especially those that seemingly contradict standard assumptions of neoclassical economic theory, in particular the Efficient Market Hypothesis. The results show that the proposed model is able to generate price realizations that closely reproduce the behaviour and statistics of the original electricity spot price. That is achieved in all price levels, from small and medium-range variations to price spikes. The latter were generated from price dynamics and market momentum, without superimposing jump processes in the model. In the light of the presented results, it seems that the latest assumptions about human psychology and market momentum ruling market dynamics may be true. Therefore, other commodity markets should be analyzed with this model as well.

Identification of research trends in the field of separation processes. Application of epidemiological model, citation analysis, text mining, and technical analysis of the financial markets

Choice of industrial development options and the relevant allocation of the research funds become more and more difficult because of the increasing R&D costs and pressure for shorter development period. Forecast of the research progress is based on the analysis of the publications activity in the field of interest as well as on the dynamics of its change. Moreover, allocation of funds is hindered by exponential growth in the number of publications and patents. Thematic clusters become more and more difficult to identify, and their evolution hard to follow. The existing approaches of research field structuring and identification of its development are very limited. They do not identify the thematic clusters with adequate precision while the identified trends are often ambiguous. Therefore, there is a clear need to develop methods and tools, which are able to identify developing fields of research. The main objective of this Thesis is to develop tools and methods helping in the identification of the promising research topics in the field of separation processes. Two structuring methods as well as three approaches for identification of the development trends have been proposed. The proposed methods have been applied to the analysis of the research on distillation and filtration. The results show that the developed methods are universal and could be used to study of the various fields of research. The identified thematic clusters and the forecasted trends of their development have been confirmed in almost all tested cases. It proves the universality of the proposed methods. The results allow for identification of the fast-growing scientific fields as well as the topics characterized by stagnant or diminishing research activity.

Animal Spirits in Financial Markets: Agent-Based Model

In this work an agent based model (ABM) was proposed using the main idea from the Jabłonska-Capasso-Morale (JCM) model and maximized greediness concept. Using a multi-agents simulator, the power of the ABM was assessed by using the historical prices of silver metal dating from the 01.03.2000 to 01.03.2013. The model results, analysed in two different situations, with and without maximized greediness, have proven that the ABM is capable of explaining the silver price dynamics even in utmost events. The ABM without maximal greediness explained the prices with more irrationalities whereas the ABM with maximal greediness tracked the price movements with more rational decisions. In the comparison test, the model without maximal greediness stood as the best to capture the silver market dynamics. Therefore, the proposed ABM confirms the suggested reasons for financial crises or markets failure. It reveals that an economic or financial collapse may be stimulated by irrational and rational decisions, yet irrationalities may dominate the market.

Profit at Risk as a Risk Management Tool in Deregulated Energy Markets

Euroopan energiamarkkinat ovat olleet viimeisen kymmenen vuoden aikana suurten muutosten alla. Markkinoiden kehitys on ollut huomattavaa myös Iso-Britanniassa, jossa sähkö- ja kaasumarkkinat ovat olleet avoinna kilpailulle jo muutamia vuosia. Ennen markkinoiden avautumista energiyhtiöt pystyivät siirtämään kaikki riskit suoraan asiakkaan kannettaviksi. Markkinoiden avautumisen myötä lisääntynyt kilpailu on kuitenkin pakottanut energiayhtiöitä ajanmukaistamaan näkemyksiään riskeistä. Riskitekijät, joista ei aiemmin tarvinnut välittää, on nyt pystyttävä tunnistamaan ja hallitsemaan. Tämä työ keskittyy hinta- ja volyymiriskien hallintaan. Rahoitusmarkkinoilla pitkään käytettyjä riskienhallintatyökaluja on otettu käyttöön myös energiamarkkinoilla. Energiamarkkinoiden piirteet poikkeavat kuitenkin rahoitusmarkkinoista, eikä näitä työkaluja voida ottaa käyttöön muutoksitta. Silti, jopa muutosten jälkeen rahoitusmarkkinoiden riskienhallitavälineet aliarvioivat energiamarkkinoiden hinta- ja volyymiriskejä. Tässä yhteydessä työssä esitetään Profit at Risk, PaR. PaR on skenaariopohjainen riskienhallinnan työkalu, joka on kehitetty erityisesti energiamarkkinoille ja täten huomioi niiden erikoispiirteet. Työn rungon muodostavat energiamarkkinoiden käyttäytyminen, hinta- ja volyymiriskitekijät sekä pohdinta miten hinta- ja volyymiriskeiltä voidaan suojautua ja miten niitä voidaan hallita. PaR-metodologiaa verrataan perinteisiin riskienhallintamenetelmiin ja työn tavoitteena on tuoda esiin ne tekijät, joiden ansiosta PaR on sopivampi työkalu energiamarkkinoiden riskienhallintaan kuin perinteiset menetelmät. Käytännön esimerkkinä työssä toimii Fortum Energy plus’n PaR –malli. Koska PaR on kehitetty erityisesti energiamarkkinoille, se huomioi täysin markkinoiden aiheuttamat hinta- ja volyymiriskit. Käytännön esimerkki kuitenkin osoittaa, että PaR menetelmästä ei ole riskienhallinnallista hyötyä ellei työkalun käyttäjällä ole täydellistä tietämystä niin energiamarkkinoista kuin markkinoiden muutoksiin vaikuttavien tekijöiden käyttäytymisestä.

Interdependence of Emerging Eastern European stock markets

One of the main developments in the global economy during the past decades has been the growth of emerging economies. Projections for their long-term growth, changes in the investment climate, corporate transparency and demography point to an increasing role for these emerging economies in the global economy. Today, emerging economies are usually considered as financial markets offering opportunities for high returns, good risk diversification and improved return-to-risk ratios. However, researchers have noted that these advantages may be in decline because of the increasing market integration. Nevertheless, it is likely that certain financial markets and specific sectors will remain partially segmented and somewhat insulated from the global economy for the year to come. This doctoral dissertation investigates several stock markets in Emerging Eastern Europe (EEE), including the ones in Russia, Poland, Hungary, the Czech Republic, Bulgaria and Slovenia. The objective is to analyze the returns and financial risks in these emerging markets from international investor’s point of view. This study also examines the segmentation/integration of these financial markets and the possibilities to diversify and hedge financial risk. The dissertation is divided into two parts. The first includes a review of the theoretical background for the articles and a review of the literature on EEE stock markets. It includes an overview of the methodology and research design applied in the analysis and a summary of articles from the second part of this dissertation and their main findings. The second part consists of four research publications. This work contributes to studies on emerging stock markets in four ways. First, it adds to the body of research on the pricing of risk, providing new empirical evidence about partial stock market segmentation in EEE. The results suggest that the aggregate emerging market risk is a relevant driver for stock market returns and that this market risk can be used to price financial instruments and forecast their performance. Second, it contributes to the empirical research on the integration of stock markets, asset prices and exchange rates by identifying the relationships between these markets through volatility and asset pricing. The results show that certain sectors of stock markets in EEE are not as integrated as others. For example, the Polish consumer goods sector, the Hungarian telecommunications sector, and the Czech financial sector are somewhat isolated from their counterparts elsewhere in Europe. Nevertheless, an analysis of the impact of EU accession in 2004 on stock markets suggests that most of the EEE markets are becoming increasingly integrated with the global markets. Third, this thesis complements the scientific literature in the field of shock and volatility spillovers by examining the mechanism of spillover distribution among the EU and EEE countries. The results illustrate that spillovers in emerging markets are mostly from a foreign exchange to the stock markets. Moreover, the results show that the effects of external shocks on stock markets have increased after the enlargement of the EU in 2004. Finally, this study is unique because it analyzes the effects of foreign macroeconomic news on geographically closely related countries. The results suggest that the effects of macroeconomic announcements on volatility are significant and have effect that varies across markets and their sectors. Moreover, the results show that the foreign macroeconomic news releases, somewhat surprisingly, have a greater effect on the EEE markets than the local macroeconomic news. This dissertation has a number of implications for the industry and for practitioners. It analyses financial risk associated with investing in Emerging Eastern Europe. Investors may use this information to construct and optimize investment portfolios. Moreover, this dissertation provides insights for investors and portfolio managers considering asset allocation to protect value or obtain higher returns. The results have also implications for asset pricing and portfolio selection in light of macroeconomic news releases.

Return and Volatility spillovers among stock and Foreign Exchange Markets: Empirical Evidence from selected African Markets

Return and volatility dynamics in financial markets across the world have recently become important for the purpose of asset pricing, portfolio allocation and risk management. However, volatility, which come about as a result of the actions of market participants can help adapt to different situations and perform when it really matters. With recent development and liberalization among financial markets in emerging and frontier markets, the need for how the equity and foreign exchange markets interact and the extent to which return and volatility spillover are spread across countries is of importance to investors and policy makers at large. Financial markets in Africa have received attention leading to investors diversifying into them in times of crisis and contagion effects in developed countries. Regardless of the benefits these markets may offer, investors must be wary of issues such as thin trading, volatility that exists in the equity and currency markets and its related fluctuations. The study employs a VAR-GARCH BEKK model to study the return and volatility dynamics between the stock and foreign exchange sectors and among the equity markets of Egypt, Kenya, Nigeria, South Africa and Tunisia. The main findings suggest a higher dependence of own return in the stock markets and a one way return spillover from the currencies to the equity markets except for South Africa which has a weaker interrelation among the two markets. There is a relatively limited integration among the equity markets. Return and volatility spillover is mostly uni-directional except for a bi-directional relationship between the equity markets of Egypt and Tunisia. The study implication still proves a benefit for portfolio managers diversifying in these African equity markets, since they are independent of each other and may not be highly affected by the influx of negative news from elsewhere. However, there is the need to be wary of return and volatility spillover between the equity and currency markets, hence devising better hedging strategies to curb them.

The Proposed Financial Transaction Tax – Extraterritorial Effect, Tax Evasion and Other Legal Problems Facing the Proposal

The main topic of this master’s thesis is the proposed EU directive on a financial transaction tax. Ten Member States which want to enact the directive by using enhanced cooperation are currently negotiating the contents of the proposal. This tax would be levied on specific products which are traded on the financial markets. As an example the transaction of stocks would be taxed at a percentage of 0.1 percent, and the transaction of derivatives at a percentage of 0.01 percent. The proposed financial transaction tax would enter into force in said ten countries but it would still have effects on those countries, which are not planning on participating in this taxation system. This is one of the main reasons why this tax has faced a lot of opposition in several European Union countries. The main legal problems the tax is predicted to have are tax evasion, double taxation, and extraterritorial effect. The Commission has stated that it is aiming to reach certain objectives with the financial transaction tax. These objectives are for example to stabilise the financial markets following the financial crisis, and to deter tax evasion. Commission has defended the planning of the financial transaction tax by stating that the tax is likely to reach its objectives. The planning of the financial transaction tax began already in 2011 when the Commission published the first draft of the proposal. Following this the proposal was last amended in 2013, but the participating Member States are currently still negotiating the contents of the proposal. The participating Member States published a statement in December 2015 in which they promised that there will be a decision made about the financial transaction tax by the end of June 2016.

Pääomarakenteisiin vaikuttavat tekijät suomalaisissa pörssiyrityksissä

Tutkielman tavoitteena on selvittää lineaarisen regressioanalyysin avulla paneelidataa käyttäen suomalaisten pörssiyritysten pääomarakenteisiin vaikuttavat tekijät vuosina 1999-2004. Näiden tekijöiden avulla päätellään, mitä pääomarakenneteoriaa/-teorioita nämä yritykset noudattavat. Pääomarakenneteoriat voidaan jakaa kahteen luokkaan sen mukaan, pyritäänkö niissä optimaaliseen pääomarakenteeseen vai ei. Tradeoff- ja siihen liittyvässä agenttiteoriassa pyritään optimaaliseen pääomarakenteeseen. Tradeoff-teoriassa pääomarakenne valitaan punnitsemalla vieraan pääoman hyötyjä ja haittoja. Agenttiteoria on muuten samanlainen kuin tradeoff-teoria, mutta siinä otetaan lisäksi huomioon velan agenttikustannukset. Pecking order - ja ajoitusteoriassa ei pyritä optimaaliseen pääoma-rakenteeseen. Pecking order -teoriassa rahoitus valitaan hierarkian mukaan (tulorahoitus, vieras pääoma, välirahoitus, oma pääoma). Ajoitusteoriassa valitaan se rahoitusmuoto, jota on kannattavinta hankkia vallitsevassa markkinatilanteessa. Empiiristen tulosten mukaan velkaantumisaste riippuu positiivisesti riskistä, vakuudesta ja aineettomasta omaisuudesta. Velkaantumisaste riippuu negatiivisesti likviditeetistä, osaketuotoista ja kannattavuudesta. Osingoilla ei ole vaikutusta velkaantumisasteeseen. Toimialoista teollisuustuotteiden ja -palveluiden sekä perusteollisuuden aloilla on korkeammat velkaantumisasteet kuin muilla toimialoilla. Tulokset tukevat pääosin pecking order -teoriaa ja jonkin verran ajoitusteoriaa. Muut teoriat saavat vain vähäistä tukea.

Osakeyhtiön nimellisarvoton pääomajärjestelmä

Tutkimuksen tavoitteena on tarkastella, millainen pääomajärjestelmä vastaisi parhaiten markkinoiden tämän hetken vaatimuksiin yritysten välisessä kilpailussa. Tutkimuksessa selvitetään, millaisen sääntelyn puitteissa nykyinen osakeyhtiömuoto ilmenee ja miten osakeyhtiölaillinen sääntely ja osakeyhtiö toimijana esiintyvät tutkimuksellisesti. Lisäksi tarkastellaan, mitkä tekijät ovat osaltaan vaikuttaneet siihen, että yritysten tulisi uudistaa pääomajärjestelmäänsä, jotta ne voisivat järjestää toimintansa mahdollisimman tehokkaasti. Tämän tutkielman luonne on puhtaasti teoreettinen. Tutkimus on suoritettu teoreettisesta näkökulmasta pohtien osakeyhtiöiden toiminnan sääntelyä ja millainen pääomajärjestelmä vastaisi nykyisiin liiketoiminnan vaatimuksiin parhaiten. Teorian avulla pyritään lisäämään ymmärtämystä, miksi tarvitaan uutta pääomajärjestelmää ja mitkä tekijät ovat muuttuneet niin, että nykyinen osakeyhtiölain sääntely ei ole enää tehokasta. Lopputuloksena voidaan todeta, että nimellisarvoton pääomajärjestelmä haastaa vahvasti perinteisen pääomarakenteen, sillä sen voisi katsoa vastaavan parhaiten kansainvälistymisen ja rahoitusmarkkinoiden tuomiin tämän hetken vaatimuksiin. Nimellisarvoton pääomajärjestelmä muuttaa osakeyhtiön merkityksellisesti vapaan ja sidotun oman pääoman erien suhdetta tuoden uusia mahdollisuuksia varainhankintaan ja rakenneratkaisuihin.

Pankin arvot päivittäisessä pankkityössä-tapaustutkimus Handelsbanken Suomen aluepankista

Tämän tutkimuksen tavoitteena on selvittää, miten kansainvälisen pankkikonsernin arvoihin perustuva toimintatapa näkyy päivittäisessä pankkityössä Suomen aluepankin alueella. Handelsbankenin toiminta-ajatus perustuu vahvaan yrityskulttuuriin ja arvoihin. Yrityskulttuuri ja arvot ovat yli 30 vuotta vanhoja ja niiden mukaan toimitaan edelleen. Tutkimus sisältää henkilökunnan, asiakkaiden ja pankin johtoryhmään kuuluvan henkilön näkökulmat siitä, mitkä arvot ovat ryhmille tärkeitä ja miten arvoihin perustuva toiminta näkyy päivittäisessä pankkityössä. Rahoitusmarkkinoiden muutos Suomessa mahdollisti ulkomaisten pankkien tulon Suomen pankkimarkkinoille. Handelsbanken tuli markkinoille omalla, kotimaisten pankkien toimintatavasta poikkeavalla toimintamallilla. Paikallisuuteen ja kustannustehokkuuteen perustuva malli on toiminut Ruotsissa jo 1970-luvulta lähtien. 1990-luvulla pankki laajensi toimintaansa muihin pohjoismaihin ja 2000-luvulla ympäri maailman.

Arvopaperistaminen ja CDO-lainat

Tutkimuksen tavoitteena on tarkastella kansainvälisillä rahoitusmarkkinoilla nopeasti yleistynyttä arvopaperistamista prosessina sekä arvopaperistamalla muodostettuja sijoitustuotteita pääomamarkkinainstrumentteina ja sijoituskohteina. Yksittäisistä arvopaperistamalla luoduista sijoitusinstrumenteista tutkielmassa keskitytään erityisesti collateralized debt obligation -tyyppiin. Tutkimuksen ensimmäisessä osassa selvitetään arvopaperistamistoiminnan perusrakenteita sekä erilaisten arvopaperistamistapojen eroja toisiinsa nähden. Toisessa osassa perehdytään collateralized debt obligaton instrumenttiin, sen ominaispiirteisiin ja eroihin perinteisiin joukkovelkakirjalainoihin ja sijoitusrahastoihin verrattuna. Tutkimuksen kolmannessa osassa selvitetään institutionaalisen sijoittajan kannalta mahdollisuuksia ja ongelmia sijoitettaessa arvopaperistettuihin sijoitusinstrumentteihin. Viimeisessä osassa tarkastellaan arvopaperistettujen sijoitustuotteiden markkinaa yleisesti ja sen aiheuttamien ongelmien vaikutusta koko rahoitusmarkkinoihin.

Market linkages and volatility spillover: evidence from BRIC countries

The aim of this study is to investigate volatility spillover-effect and market integration between BRIC countries. Motivated by existing literature of market integration between developed and emerging markets, we will investigate market linkages using multivariate asymmetric GARCH BEKK model. The increasing globalization of the financial markets and consequent higher volatility transfer between markets makes it more important to understand market integration between BRIC countries. We investigate the stock market integration and volatility transfer between the BRIC countries form 1998 to 2007, using daily data. The empirical results show that there are international diversification benefits among Brazil, Russia, China and India. U.S. influence to these countries has been week, even though U.S. economy has been leading the global financial markets. From Finnish point of view, diversification benefits are robust but we find some correlation with Russia and China.

Perustutkimus palveluinnovaatioprosessissa rahoitusalalla

Palveluinnovaatioprosessi voidaan jakaa 5 eri vaiheeseen: strategiasidonnaisuus, perustutkimus, suorituskyvyn analysointi, systeemimuutokset sekä kaupallistaminen. Tästä palveluinnovaatioprosessista voidaan johtaa perustutkimusprosessi rahoitusalalle: strategiasidonnaisuus, ideoiden luonti ja karsinta, suorituskyvyn analysointi, differointimahdollisuuksien kartoittaminen ja palveluinnovaation myynti yritysjohdolle sekä osakkaille. Strategiasidonnaisuudella varmistetaan, että yritys pysyy omalla osaamisalueellansa hyödyntämällä omia ydinkompetenssejaan. Perustutkimus osana palveluinnovaatioprosessia selvittää oleellisimmat tiedot markkinatilanteesta sekä toimii ohjaavana että karsivana tekijänä uuden tuotteen jatkotoimenpiteille. Yrityksen kyvykkyyksien mittaaminen perustutkimusta varten on oleellinen vaihe uuden palvelun vaatimien liiketoiminnallisten muutosten määrittämiseksi. Tuotedifferoinnilla voidaan luoda kilpailullista etua tuotteiden puolesta homogeenisilla markkinoilla, joissa kilpailu tapahtuu pääosin hinnoittelussa. Rahoitusalalla tuotedifferointi voi muodostua haastavaksi kuluttajien suhtautuessa konservatiivisesti uusiin tuotteisiin. Makroekonomisten tekijöiden perusteella voidaan päätellä, että suomalaiset kuluttajat ottavat lainaa tulevaisuudessakin. Asuntolaina on ollut lainamarkkinoilla luottokannan kasvun veturina ja tästä syystä uudet asuntolainan kaltaiset tuotteet voisivat olla menestyksekkäitä. Kilpailu asuntolainamarkkinoilla kulminoituu kolmen hallitsevan kilpailijan ympärille: Osuuspankki, Sampo Pankki ja Nordea. Asuntolainan kaltainen käänteinen asuntolaina voisi olla menestys markkinoilla, jos sitä pystyttäisiin differoimaan kylliksi. Markkinapotentiaali pelkälle käänteiselle asuntolainalle on tällä hetkellä liian alhainen. GE Money Finland ei myöskään pysty tarjoamaan tuotetta yhtä kilpailulliseen hintaan kuin kilpailijansa. GE Money Finlandin tulisi edellä mainituista syistä johtuen pyrkiä differoimaan käänteisen asuntolainan kaltaista tuotettaan Heloc, jotta se menestyisi markkinoilla.

Essays on pricing of risk and international linkage of Russian stock market

Last two decades have seen a rapid change in the global economic and financial situation; the economic conditions in many small and large underdeveloped countries started to improve and they became recognized as emerging markets. This led to growth in the amounts of global investments in these countries, partly spurred by expectations of higher returns, favorable risk-return opportunities, and better diversification alternatives to global investors. This process, however, has not been without problems and it has emphasized the need for more information on these markets. In particular, the liberalization of financial markets around the world, globalization of trade and companies, recent formation of economic and regional blocks, and the rapid development of underdeveloped countries during the last two decades have brought a major challenge to the financial world and researchers alike. This doctoral dissertation studies one of the largest emerging markets, namely Russia. The motivation why the Russian equity market is worth investigating includes, among other factors, its sheer size, rapid and robust economic growth since the turn of the millennium, future prospect for international investors, and a number of important major financial reforms implemented since the early 1990s. Another interesting feature of the Russian economy, which gives motivation to study Russian market, is Russia’s 1998 financial crisis, considered as one of the worst crisis in recent times, affecting both developed and developing economies. Therefore, special attention has been paid to Russia’s 1998 financial crisis throughout this dissertation. This thesis covers the period from the birth of the modern Russian financial markets to the present day, Special attention is given to the international linkage and the 1998 financial crisis. This study first identifies the risks associated with Russian market and then deals with their pricing issues. Finally some insights about portfolio construction within Russian market are presented. The first research paper of this dissertation considers the linkage of the Russian equity market to the world equity market by examining the international transmission of the Russia’s 1998 financial crisis utilizing the GARCH-BEKK model proposed by Engle and Kroner. Empirical results shows evidence of direct linkage between the Russian equity market and the world market both in regards of returns and volatility. However, the weakness of the linkage suggests that the Russian equity market was only partially integrated into the world market, even though the contagion can be clearly seen during the time of the crisis period. The second and the third paper, co-authored with Mika Vaihekoski, investigate whether global, local and currency risks are priced in the Russian stock market from a US investors’ point of view. Furthermore, the dynamics of these sources of risk are studied, i.e., whether the prices of the global and local risk factors are constant or time-varying over time. We utilize the multivariate GARCH-M framework of De Santis and Gérard (1998). Similar to them we find price of global market risk to be time-varying. Currency risk also found to be priced and highly time varying in the Russian market. Moreover, our results suggest that the Russian market is partially segmented and local risk is also priced in the market. The model also implies that the biggest impact on the US market risk premium is coming from the world risk component whereas the Russian risk premium is on average caused mostly by the local and currency components. The purpose of the fourth paper is to look at the relationship between the stock and the bond market of Russia. The objective is to examine whether the correlations between two classes of assets are time varying by using multivariate conditional volatility models. The Constant Conditional Correlation model by Bollerslev (1990), the Dynamic Conditional Correlation model by Engle (2002), and an asymmetric version of the Dynamic Conditional Correlation model by Cappiello et al. (2006) are used in the analysis. The empirical results do not support the assumption of constant conditional correlation and there was clear evidence of time varying correlations between the Russian stocks and bond market and both asset markets exhibit positive asymmetries. The implications of the results in this dissertation are useful for both companies and international investors who are interested in investing in Russia. Our results give useful insights to those involved in minimising or managing financial risk exposures, such as, portfolio managers, international investors, risk analysts and financial researchers. When portfolio managers aim to optimize the risk-return relationship, the results indicate that at least in the case of Russia, one should account for the local market as well as currency risk when calculating the key inputs for the optimization. In addition, the pricing of exchange rate risk implies that exchange rate exposure is partly non-diversifiable and investors are compensated for bearing the risk. Likewise, international transmission of stock market volatility can profoundly influence corporate capital budgeting decisions, investors’ investment decisions, and other business cycle variables. Finally, the weak integration of the Russian market and low correlations between Russian stock and bond market offers good opportunities to the international investors to diversify their portfolios.