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Semiparametric and Nonparametric Testing for Long Memory. A Monte Carlo Study.Hauser, Michael A. January 1997 (has links) (PDF)
The finite sample properties of three semiparametric estimators, several versions of the modified rescaled range, MMR, and three versions of the GHURST estimator are investigated. Their power and size for testing for long memory under short-run effects, joint short and long-run effects, heteroscedasticity and t-distributions are given using Monte Carlo methods. The MMR with the Barlett window is generally robust with the disadvantage of a relatively small power. The trimmed Whittle likelihood has high power in general and is robust expect for large short-run effects. The tests are applied to chandes in exchange rate series (daily data) of 6 major countries. The hypothesis of no fractional integration is rejected for none of the series. (author's abstract) / Series: Preprint Series / Department of Applied Statistics and Data Processing
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International Portfolios: A Comparison of Solution MethodsRabitsch, Katrin, Stepanchuk, Serhiy, Tsyrennikov, Viktor 01 1900 (has links) (PDF)
We compare the performance of the perturbation-based (local) portfolio solution method of Devereux and Sutherland (2010a, 2011) with a global solution method. We find that the local method performs very well when the model is designed to capture stylized macroeconomic facts and countries/agents are symmetric, i.e. when the latter have similar size, face similar risks and trade assets with similar risk properties. It performs less satisfactory
when the agents engaged in financial trade are asymmetric. The global solution method performs substantially better when the model is parameterized to match the observed equity premium, a key stylized finance fact. (authors' abstract) / Series: Department of Economics Working Paper Series
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A Two Period Model with Portfolio Choice: Understanding Results from Different Solution MethodsRabitsch, Katrin, Stepanchuk, Serhiy 01 1900 (has links) (PDF)
Using a stylized two period model we obtain portfolio solutions from two solution approaches that belong to the class of local approximation methods - the approach of Judd
and Guu (2001, hereafter 'JG') and the approach of Devereux and Sutherland (2010, 2011,hereafter 'DS') - and compare them with the true portfolio solution. We parameterize
the model to match mean, standard deviation, skewness and kurtosis of return data on aggregate MSCI stock market indices. The optimal equity holdings in the true solution
depend on the size of uncertainty, and the precise form of this relationship is determined by the distributional properties of equity returns. While the DS method and the JG approach provide the same portfolio solution as the size of uncertainty goes to zero, else the two solutions can differ substantially. Because under the DS method portfolio holdings are never approximated in the direction of the size of uncertainty, even higher-order approximations lead to the (zero-order) constant solution in our example model. In contrast, the JG solution generally varies as the size of uncertainty changes, and already a second-order JG solution can account for effects of skewness and kurtosis of equity returns. (authors' abstract) / Series: Department of Economics Working Paper Series
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An Incomplete Markets Explanation to the UIP PuzzleRabitsch, Katrin 03 1900 (has links) (PDF)
A large literature has related the failure of interest rate parity in the foreign exchange market to the existence of a time-varying risk premium. Nevertheless, most modern open economy DSGE models imply a (near) perfect interest rate parity condition. This paper presents a stylized two-country incomplete-markets model in which countries have
strong precautionary motives because they face international liquidity constraints, the presence of which successfully generates a time-varying risk premium: the country that has accumulated debt after experiencing relative worse times has stronger precautionary
motives and its asset carries a risk premium. (author's abstract) / Series: Department of Economics Working Paper Series
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Forecasting volatility in developing countries' nominal exchange returnsAntonakakis, Nikolaos, Darby, Julia 10 October 2013 (has links) (PDF)
This article identifies the best models for forecasting the volatility of daily exchange returns of developing countries. An emerging consensus in the recent literature focusing on industrialized countries has noted the superior performance of the Fractionally Integrated Generalized Autoregressive Conditionally Heteroscedastic (FIGARCH) model in the case of industrialized countries, a result that is reaffirmed here. However, we show that when dealing with developing countries' data the IGARCH model results in substantial gains in terms of the in-sample results and out-of-sample forecasting performance. (authors' abstract)
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Financial Stress, Sovereign Debt and Economic Activity in Industrialized Countries: Evidence from Dynamic Threshold RegressionsProaño, Christian R., Schoder, Christian, Semmler, Willi 02 1900 (has links) (PDF)
We analyze how the impact of a change in the sovereign debt-to-GDP ratio on economic growth depends on the level of debt, the stress level on the financial market and the membership in a monetary union. A dynamic growth model is put forward demonstrating that debt affects macroeconomic activity in a non-linear manner due to amplifications from the financial sector. Employing dynamic country-specific and dynamic panel threshold regression methods, we study
the non-linear relation between the growth rate and the debt-to-GDP ratio using quarterly data for sixteen industrialized countries for the period 1981Q1-2013Q2. We find that the debt-to-GDP ratio has impaired economic growth primarily during times of high financial stress and only for countries of the European Monetary Union and not for the stand-alone countries in our sample. A high debt-to-GDP ratio by itself does not seem to necessarily negatively affect growth if financial markets are calm. (authors' abstract) / Series: Department of Economics Working Paper Series
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Financial stress, sovereign debt and economic activity in industrialized countries: Evidence from dynamic threshold regressionsProaño, Christian R., Schoder, Christian, Semmler, Willi 05 March 2014 (has links) (PDF)
We analyze how the impact of a change in the sovereign debt-to-GDP ratio on economic growth depends on the level of debt, the stress level on the financial market and the membership in a monetary union. A dynamic growth model is put forward demonstrating that debt affects macroeconomic activity in a non-linear manner due to amplifications from the financial sector. Employing dynamic country-specific and dynamic panel threshold regression methods, we study
the non-linear relation between the growth rate and the debt-to-GDP ratio using quarterly data for sixteen industrialized countries for the period 1981Q1-2013Q2. We find that the debt-to-GDP ratio has impaired economic growth primarily during times of high financial stress and only for countries of the European Monetary Union and not for the stand-alone countries in our sample. A high debt-to-GDP ratio by itself does not seem to necessarily negatively affect growth if financial markets are calm. (authors' abstract)
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Caveat Emptor: Does Bitcoin Improve Portfolio Diversification?Gasser, Stephan, Eisl, Alexander, Weinmayer, Karl January 2014 (has links) (PDF)
Bitcoin is an unregulated digital currency originally introduced in 2008 without legal tender status. Based on a decentralized peer-to-peer network to confirm transactions and generate a limited amount of new bitcoins, it functions without the backing of a central bank or any other monitoring authority. In recent years, Bitcoin has seen increasing media coverage and trading volume, as well as major capital gains and losses in a high volatility environment. Interestingly, an analysis of Bitcoin returns shows remarkably low correlations with traditional investment assets such as other currencies, stocks, bonds or commodities such as gold or oil. In this paper, we shed light on the impact an investment in Bitcoin can have on an already well-diversified investment portfolio. Due to the non-normal nature of Bitcoin returns, we do not propose the classic mean-variance approach, but adopt a Conditional Value-at-Risk framework that does not require asset returns to be normally distributed. Our results indicate that Bitcoin should be included in optimal portfolios. Even though an investment in Bitcoin increases the CVaR of a portfolio, this additional risk is overcompensated by high returns leading to better return-risk ratios.
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Linkages between U.S Cross-border Portfolio Equity Flows and Equity MarketsFrench, Joseph Jerome 18 May 2007 (has links)
There is an ongoing debate over the role that equity markets play in determining and influencing international equity flows. The first chapter of this dissertation describes the large portfolio equity flows into China and India, in order to understand the buying behavior of US investors. The rapid growth of the Chinese and Indian economies, coupled with the recent development and liberalization of their financial markets has attracted significant portfolio investment from U.S. investors. It is commonly assumed that domestic investors have an informational advantage over foreign investors; however, some recent empirical literature has questioned this assumption. Essay one dissects the nature of the relationship between foreign equity flows, equity returns, and related variables. The results of my empirical investigation provides evidence that U.S. institutional investors are making investment decisions based on long-run determinants of value rather than responding to price signals or ‘chasing returns'. I anticipate that the strong relationship between equity flows and fundamentals will strengthen as information asymmetries decline and US investors continue to develop more sophisticated methods of assessing underlying value in China and India. The second essay of this dissertation explores a new panel data set based on US gross cross-border equity flows to 20 industrialized nations combined with measures of market valuation for the period of 1977-2005. Empirical evidence of imperfect integration across world equity markets indicates that valuation matters. Consistent with relative value trading as a determinant of equity flow patterns, I find that equity flows decrease sharply with host-country market valuations—in particular the component of valuation that is forecasted to revert the following year. I also find that equity flows increase sharply with US equity market valuations. These results suggest the existence of a valuation channel for cross-border equity flows. The findings of this chapter show that US investors are informed about both domestic markets and foreign markets. Peripheral findings of this essay confirm the findings of other researches, but with a longer sample period. Consistent with existing literature, I find a negative influence of interest rates spreads, and information asymmetries on cross-border trade in equities.
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Markowitz Revisited: Social Portfolio EngineeringGasser, Stephan, Rammerstorfer, Margarethe, Weinmayer, Karl 05 1900 (has links) (PDF)
In recent years socially responsible investing has become an increasingly more
popular subject with both private and institutional investors. At the same time, a
number of scientific papers have been published on socially responsible investments
(SRIs), covering a broad range of topics, from what actually defines SRIs to the
financial performance of SRI funds in contrast to non-SRI funds. In this paper, we
revisit Markowitz' Portfolio Selection Theory and propose a modification allowing
to incorporate not only asset-specific return and risk but also a social responsibility
measure into the investment decision making process. Together with a risk-free asset,
this results in a three-dimensional capital allocation plane that allows investors to
custom-tailor their asset allocations and incorporate all personal preferences regarding
return, risk and social responsibility. We apply the model to a set of over 6,231
international stocks and find that investors opting to maximize the social impact
of their investments do indeed face a statistically significant decrease in expected
returns. However, the social responsibility/risk-optimal portfolio yields a statistically
significant higher social responsibility rating than the return/risk-optimal portfolio.
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