Scale-free tails in colombian financial indexes: a primer Scale-free tails in colombian financial indexes: a primer



Título del documento: Scale-free tails in colombian financial indexes: a primer Scale-free tails in colombian financial indexes: a primer
Revue: ODEON (Bogotá)
Base de datos: CLASE
Número de sistema: 000535882
ISSN: 1794-1113
Autores: 1
Instituciones: 1Banco de la República, Bogotá. Argentina
Año:
Número: 9
Paginación: 233-255
País: Colombia
Idioma: Español
Tipo de documento: Artículo
Enfoque: Analítico, descriptivo
Resumen en español A maximum likelihood method for estimating the power-law exponent verifies that the positive and negative tails of the Colombian stock market index (IGBC) and the Colombian peso exchange rate (TRM) approximate a scale-free distribution, whereas none of the heavy tails of a local sovereign securities index (IDXTES) area plausible case for such distribution. Results also (i) support critiques regarding the flaws of ordinary least squares estimation methods for scale-free distributions; (ii) question the validity of Zipf’s law; (iii) suggest that IGBC and TRM display the scale-free nature documented as a stylized fact of financial returns, and that they may be following a gradually truncated Lévy flight; and (iv) suggest that local financial markets are self-organizing systems
Resumen en inglés A maximum likelihood method for estimating the power-law exponent verifies that the positive and negative tails of the Colombian stock market index (IGBC) and the Colombian peso exchange rate (TRM) approximate a scale-free distribution, whereas none of the heavy tails of a local sovereign securities index (IDXTES) area plausible case for such distribution. Results also (i) support critiques regarding the flaws of ordinary least squares estimation methods for scale-free distributions; (ii) question the validity of Zipf’s law; (iii) suggest that IGBC and TRM display the scale-free nature documented as a stylized fact of financial returns, and that they may be following a gradually truncated Lévy flight; and (iv) suggest that local financial markets are self-organizing systems
Disciplinas: Economía
Palabras clave: Econometría,
Scale-free,
Ley de potencia,
Ley de Zipf,
Retornos financieros,
Indices financieros
Texte intégral: https://revistas.uexternado.edu.co/index.php/odeon/article/view/4415/5258