A Behavioral Analysis of Interbank Rates in Pakistan

Keywords: interbank rate, Monte Carlo, Vasicek Model, MLE, R Package

Abstract

Interbank rate is an important benchmark to gauge the impact of monetary policy on economic activities of a country. Interbank rates serve not only as the basis of financial market operations but also as an effective tool of central bank to control the flow of funds, both in terms of domestic and foreign currencies. Past researchers have used time series methodology to analyse the volatility of interbank rates which, according to present study, has few drawbacks. This study however, attempts to model mean reversion and volatility of interbank rate by applying Vasicek stochastic model using maximum likelihood estimation technique. In order to get sufficient observations, the study applies Monte Carlo simulation in R. The results suggest that the long-term mean and speed of mean reversion behaves in an opposite manner over different time horizons in interbank market of Pakistan.

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Author Biographies

Hammad Hassan Mirza, Noon Business School, University of Sargodha, Pakistan

Assistant Professor

Mian Sajid Nazir, Institute of Administrative Sciences, University of The Punjab, Lahore

Associate Professor

Ghulam Ali, Noon Business School, University of Sargodha, Pakistan.

Professo

Published
2021-08-27
How to Cite
Mirza, H., Nazir, M., & Ali, G. (2021). A Behavioral Analysis of Interbank Rates in Pakistan. Journal of Quantitative Methods, 5(2), 106-127. Retrieved from https://ojs.umt.edu.pk/index.php/jqm/article/view/834
Section
Articles