Analysis of relationship between quantity and price of Yamana Gold Company based on Granger test

Authors

  • Yitong Wang

DOI:

https://doi.org/10.54691/bcpbm.v38i.3708

Keywords:

Granger causality test; yield rate; volume; volume-price relationship.

Abstract

Contemporarily, investigation focuses on the inherit connection between the stock market prices and trading quantity has been a general trend regarding to the quantitative financing forecasting. The relevant research conclusions have also been widely used in the field of financial economy. For the sake of explaining the correlation between the two series, this paper takes Yamana Gold Company as the object. In terms of descriptive statistical analysis and empirical analysis method as well as the Eviews software, this study analyzes the stock price and trading volume of the target from December 1, 2003 to May 5, 2022. According to the analysis, the trading volume is the Granger on account of the return rate, while the return rate is not. By investigating the relationship between volume and price, they can deeply grasp the operation of the stock market and lay a solid foundation for investors and regulators to make various decisions. These results shed light on guiding further exploration regarding to the healthy and stable development and perfection of the stock market.

Downloads

Download data is not yet available.

References

Tauchen G E, Pitts M. The price variability-volume relationship on speculative markets. Econometrica: Journal of the Econometric Society, 1983: 485-505.

Wiley M K, Daigler R T. A Bivariate GARCH approach to the futures volume-volatility issue. Article presented at the eastern finance association meetings. 1999.

Liesenfeld R. A generalized bivariate mixture model for stock price volatility and trading volume. Journal of Econometrics, 2001, 104(1):141-178.

Andersen T G. Return Volatility and Trading Volume: An Information Flow Interpretation of Stochastic Volatility. Journal of Finance, 2012, 51(1):169-204.

Chuang W I, Liu H H, Susmel R. The bivariate GARCH approach to investigating the relation between stock returns, trading volume, and return volatility. North-Holland, 2012(1).

Osborne M. Brownian Motion in the Stock Market. Operations Research, 1959.

Harris. L. A transaction data study of weekly and intradaily patterns in stock returns. 1986, 16(1):0-117.

Bong-Soo, Lee, and, et al. The dynamic relationship between stock returns and trading volume: Domestic and cross-country evidence. Journal of Banking & Finance, 2002.

Chen Xiang, Zhou Qiqing. Research on volume price relationship of Chinese stock market based on VAR Model. Fintech Times, 201, 29(07):66-71.

Sun Lixu, Yang Xiaoying. Journal of Lanzhou institute of technology, 2020, 27(02):109-116.

Sun Lixu. Our empirical study on relationship between quantity and price in Shanghai stock. Journal of knowledge economy, 2011 (7): 55-56.

Shi X Y. Study on the relationship between rapidly expanding volume and return rate in China's stock market. North China University of Technology,2019

Downloads

Published

2023-03-02

How to Cite

Wang, Y. (2023). Analysis of relationship between quantity and price of Yamana Gold Company based on Granger test. BCP Business & Management, 38, 303-308. https://doi.org/10.54691/bcpbm.v38i.3708