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The Weekly Structure of US Stock Prices
Caporale, Guglielmo Maria; Gil-Alana, Luis A. - 2021
In this paper we use fractional integration techniques to examine the degree of integration of four US stock market indices, namely the Standard and Poor, Dow Jones, Nasdaq and NYSE, at a daily frequency from January 2005 till December 2009. We analyse the weekly structure of the series and...
Persistent link: https://www.econbiz.de/10013316133
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Dynamic Trading and Asset Prices : Keynes vs. Hayek
Cespa, Giovanni - 2011
We investigate the dynamics of prices, information and expectations in a competitive, noisy, dynamic asset pricing equilibrium model with long-term investors. We argue that the fact that prices can score worse or better than consensus opinion in predicting the fundamentals is a product of...
Persistent link: https://www.econbiz.de/10013134234
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Exponent of Cross-Sectional Dependence : Estimation and Inference
Bailey, Natalia - 2012
An important issue in the analysis of cross-sectional dependence which has received renewed interest in the past few years is the need for a better understanding of the extent and nature of such cross dependencies. In this paper we focus on measures of cross-sectional dependence and how such...
Persistent link: https://www.econbiz.de/10013111367
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Fractional Integration and Cointegration in US Financial Time Series Data
Caporale, Guglielmo Maria - 2011
This paper examines several US monthly financial time series data using fractional integration and cointegration techniques. The univariate analysis based on fractional integration aims to determine whether the series are I(1) (in which case markets might be efficient) or alternatively I(d) with...
Persistent link: https://www.econbiz.de/10013126003
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Long Memory and Fractional Integration in High Frequency Data on the US Dollar/British Pound Spot Exchange Rate
Caporale, Guglielmo Maria - 2013
This paper analyses the long-memory properties of a high-frequency financial time series dataset. It focuses on temporal aggregation and other features of the data, and how they might affect the degree of dependence of the series. Fractional integration or I(d) models are estimated with a...
Persistent link: https://www.econbiz.de/10013082343
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Identification and Estimation of the Environmental Kuznets Curve : Pairwise Differencing to Deal with Nonlinearity and Nonstationarity
Sen, Suphi - 2016
We propose an estimation strategy that accounts for two major problems raised in the empirical literature testing for … problems. Second, we apply nonlinear-nonstationary parametric and non-parametric estimation techniques to estimate the pairwise …
Persistent link: https://www.econbiz.de/10012993697
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Forecasting Random Walks Under Drift Instability
Pesaran, M. Hashem - 2011
This paper considers forecast averaging when the same model is used but estimation is carried out over different … estimation windows. It develops theoretical results for random walks when their drift and/or volatility are subject to one or … more structural breaks. It is shown that compared to using forecasts based on a single estimation window, averaging over …
Persistent link: https://www.econbiz.de/10012756639
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Deterministic versus Stochastic Seasonal Fractional Integration and Structural Breaks
Caporale, Guglielmo Maria; Cunado, Juncal; Gil-Alana, … - 2021
This paper considers a general model which allows for both deterministic and stochastic forms of seasonality, including fractional (stationary and nonstationary) orders of integration, and also incorporating endogenously determined structural breaks. Monte Carlo analysis shows that the suggested...
Persistent link: https://www.econbiz.de/10013317060
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A Multivariate Long-Memory Model with Structural Breaks
Caporale, Guglielmo Maria; Gil-Alana, Luis A. - 2021
This paper introduces a multivariate long-memory model with structural breaks. In the proposed framework, time series exhibit possibly fractional orders of integration which are allowed to be different in each subsample. The break date is endogenously determined using a procedure which minimises...
Persistent link: https://www.econbiz.de/10013317169
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Cointegration Analysis with Mixed-Frequency Data
Seong, Byeongchan; Ahn, Sung K.; Zadrozny, Peter A. - 2021
maximum likelihood estimation of the parameters in the model, we use an expectation maximization algorithm based on the state …
Persistent link: https://www.econbiz.de/10013317180