Financial ratios and stock returns reappraised through a topological data analysis lens

Pawel Dlotko, Wanling Qiu, Simon Rudkin

Firm financials are well established as return predictors, being the inspiration for a large set of anomalies in the asset pricing literature. Employing topological data analysis w…