A volume-weighted-average-price (VWAP) method for estimating beta in the context of reference-day risk

Abstract

The ability to accurately estimate systematic risk (or beta) in the presence of reference-day risk is an ineluctable requirement for all applications of the capital asset pricing model (CAPM). This research documents evidence of reference-day risk for shares on the Johannesburg All Share Index. In response to the need for greater accuracy when estimating systematic risk, this paper contributes a volume-weighted-average-price (VWAP) method for estimating beta when reference-day risk is exhibited in share betas. Furthermore, this research applies a graphical time-series approach to test the underlying risk-reward tenet postulated by the CAPM. Using beta as a measure of systematic risk, this research finds that the CAPM appears to imperfectly specify the risk-reward trade-off.