“…Portfolios are used instead of individual stocks simply because it is a way to reduce the estimation bias and benefits from the diversification effect as advocated in the financial literature (Dalgaard, 2009; Fama & Macbeth, 1973; Hikouatcha et al., 2016). From the existing literature (Amihud & Mendelson, 1986; Dalgaard, 2009; Hikouatcha et al., 2022), the portfolios used are formed on the one hand according to the individual stock's systematic risk and, on the other hand, according to a double criterion (liquidity and systematic risk). The portfolio's construction process here follows Amihud and Mendelson (1986), and Dalgaard (2009), at least as far as the technique and proxies are concerned.…”