Abstract We propose a piecewise linear quantile trend model to analyse the trajectory of COVID-19 daily new cases (i.e. infection curve) simultaneously across multiple quantiles. The is intuitive, interpretable and naturally captures phase transitions epidemic growth rate via change-points. Unlike mean least squares estimation, our quantile-based approach robust outliers, heteroscedasticity (co...