An algorithm for panel ANOVA with grouped data

In this paper, we present an algorithm suitable for analysing the variance of panel data when some observations are either given in grouped form or are missed. The analysis is carried out from the perspective of ANOVA panel data models with general errors. The classification intervals of the grouped observations may vary from one to another, thus the missing observations are in fact a particular case of grouping. The proposed Algorithm (1) estimates the parameters of the panel data models; (2) evaluates the covariance matrices of the asymptotic distribution of the time-dependent parameters assuming that the number of time periods, T, is fixed and the number of individuals, N, tends to infinity and similarly, of the individual parameters when T → ∞ and N is fixed; and, finally, (3) uses these asymptotic covariance matrix estimations to analyse the variance of the panel data.     

Investigating the PPP hypothesis using constructed U.S. dollar equilibrium exchange rate misalignments over the post-bretton woods period

This paper investigates the PPP-hypothesis over the post-Bretton Woods period using a representation of the equilibrium exchange rate (EER) that is an alternative to the real exchange rate. The results provide evidence in support of the relative-PPP hypothesis over the current period of floating exchange rates (1974–2005); while stronger evidence is found for the post-Plaza Accord period (1986–2005). EERs based on export price indexes (EPI) and constructed traded goods price indexes (TPI) best demonstrate the mean reverting behavior of the spot exchange rate as opposed to those EERs based on CPI, PPI, or the GDP-deflator. This mean reverting behavior is slightly improved if one takes international interest rate differentials into account; however EERs extended by productivity differentials do not indicate any improvements over the base model. Over the post-Plaza Accord period average half-lives of less than 1 year are reported using TPI-based EERs, adjusted by interest rate differentials. For large misalignments, we find probabilities that the spot exchange rate will converge towards the constructed CPI-based equilibrium exchange rate of up to 80%. Lastly, over the post-Plaza Accord period, the TPI-based EERs are able to statistically significantly outperform the pure random walk at short-term forecast horizons of less than 1 year for some spot exchange rates.     

International Stock Market Linkages and Spillovers: Evidence from Three Latin American Countries

ABSTRACT

Using a multivariate exponential generalized autoregressive conditionally heteroscedastic (M-EGARCH) model, this study examines price and volatility spillovers and response asymmetries between the equity markets of the United States and Brazil, Chile and Mexico. Our results vary depending on the openness of the country in terms of international trade. Evidence indicates that there are price and volatility spillovers from the United States to Mexico and Chile and but not to Brazil. In addition, our results indicate response asymmetries for Mexico and Chile, suggesting that the Mexican and Chilean markets are more sensitive to negative innovations originating from other markets than to positive innovations.

RESUMEN. Este estudio examina contagios de precio y volatilidad, y respuestas asimétricas entre los mercados de capital de Estados Unidos y Brasil, Chile y México, fundándose en un modelo exponencial generalizado multivariado, con un condicionante autoregresivo heteroscedástico (M-EGARCH). Los resultados obtenidos varían, dependiente del nivel de apertura de un país en lo que concierne al comercio internacional. Las pruebas indican que existen contagios de precio y volatilidades desde los Estados Unidos hacia México y Chile, pero no hacia Brasil. Además, los resultados también indican asimetrías de respuesta para México y Chile, sugiriendo que estos dos mercados son más sensibles a las innovaciones negativas que se originan en otros mercados, que a las innovaciones positivas.

RESUMO. Usando um modelo condicionalmente heterocedástico, autoregressivo, generalizado, exponencial e multivariado (M-EGARCH), este estudo examina contágios de preços e volatilidade, e assimetrias de resposta entre mercados de ações dos EUA e Brasil, Chile e México. Nossos resultados variam, dependendo da abertura do país em termos de comércio internacional. Os dados indicam que existem contágiosde preço e volatilidade dos EUA para o México e Chile, mas não para o Brasil. Além disso, nossos resultados indicam assimetrias de resposta para o México e Chile, sugerindo que estes mercados são mais sensíveis a inovações negativas originárias de outros mercados do que a inovações positivas.     

The makings of an information leader: the intraday price discovery process for individual stocks in the DJIA

The main purpose of this paper is to construct an intraday arbitrage price series for each stock in the DJIA using information in the Diamond Trust Fund ETF. We then compute the information shares (Hasbrouck in J Finan 50(4):1175–1199, 1995) for the actual versus the arbitrage prices for each stock. While previous literature documents that ETFs lead stock indices in information origination, we find that some firms are “information leaders” in that the information share that comes from the stock price is larger than that which comes from the ETF-related arbitrage price. Further analysis is conducted to uncover the firm-specific factors that are related to a stock’s role in information generation.     

Specification and testing of count data recreation demand functions

This article examines the effects of alternative formulations of count data recreation demand models on parameter estimates, model selection, and consumer surplus. The results indicate that large parameter and consumer surplus differences exists across the various count model formulations. More importantly, the results show that distributional assumptions, heteroscedastic functional forms, and overdispersion can have a substantial effect on consumer surplus estimates.