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Several empirical studies have shown the inadequacy of the standard Brownian motion (sBm) as a model of asset returns. To correct for this evidence some authors have conjectured that asset returns may be independently and identically Pareto-Lévy stable (PLs) distributed, whereas others have...
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This chapter introduces the reader to definitions and key properties of stochastic processes that are important in finance. The discussion starts from the description of Brownian motion that describes the idea of a continuous random walk and proceeds to Ito processes that incorporate both trend...
Persistent link: https://www.econbiz.de/10014219510
This paper reviews both theoretical and empirical issues regarding inflation and evaluates the contribution of Kyrtsou and Labys. Analytically it is very difficult to propose a general theory of inflation because as economies evolve over time both new causes of inflation emerge and the...
Persistent link: https://www.econbiz.de/10014220920
After the bankruptcy of Lehman Brothers in September of 2008 and the financial panic that ensued, the Federal Reserve moved rapidly to reduce the federal funds rate to .25%. It was quickly judged that additional measures were needed to stabilize the U.S. economy. Beginning in December 2008, the...
Persistent link: https://www.econbiz.de/10013021385
This paper develops and compares several methods of forecasting the S&P 500 Index using only data based on the closing value and trained over a six-decade data set. The methodologies include a C5.0 decision tree, a neural network, and a group of forecasts based on training set patterns of...
Persistent link: https://www.econbiz.de/10013023555
The behavior of gold as an investment asset has been researched extensively. For the very long run, that is several decades, gold does not outperform equities. However, for shorter periods, gold responds to fears of inflation, stock market corrections, currency crises and financial instabilities...
Persistent link: https://www.econbiz.de/10013025108
We perform non-linearity tests using daily data for leading currencies that include the Australian dollar, British pound, Brazilian real, Canadian dollar, euro, Japanese yen, Mexican peso, and the Swiss franc to resolve the issue of whether these currencies are driven by fundamentals or...
Persistent link: https://www.econbiz.de/10013117747
This paper investigates inter-relationships among the price behavior of oil, gold and the euro using time series and neural network methodologies. Traditionally gold is a leading indicator of future inflation. Both the demand and supply of oil as a key global commodity are impacted by...
Persistent link: https://www.econbiz.de/10013118008