The CAPM is a popular model for pricing assets, but the estimation of beta is influenced by returns frequency and firm characteristics. A study on the UK market shows that differences in beta values are linked to factors like size, liquidity, and book-to-market ratios. Low frequency beta estimates are generally more reliable than high frequency ones, especially for regulatory purposes.