'Price-Levels' Regressions: 'Scale Effect' or 'Distribution Effect'?

Autor: Pascual Garrido Miralles, Pablo J. Vázquez Veira
Rok vydání: 2006
Předmět:
Zdroj: SSRN Electronic Journal.
ISSN: 1556-5068
DOI: 10.2139/ssrn.851025
Popis: Easton and Sommers (ES) (2003) document the existence of an overwhelming influence of large firms in 'price-levels' regressions on US data -also Akbar and Stark (2003) on UK data. They refer to this overwhelming influence as the 'scale effect'. ES argue that the scale effect is caused by non-linearlities in the relationship between market value and the accounting variables. But non-linearlities it is only a possibility. I posit that the scale effect documented by ES is a pure econometric phenomenon. Typical variables used in Market-based Accounting Research (i.e. market value, book value, total assets, positive earnings, losses, ....) follow distributions that are very strong skewed, that is, distributions with an unique and large tail. I argue that the scale effect is related to the presence of this large tail. When I apply a logarithmic transformation -it has been recommended by the literature in the case of highly skewed distributions, tending to restore normality-, the 'scale effect' disappears.
Databáze: OpenAIRE