and accurate monitoring of the epidemic, particularly during its early period with rather limited data while the need for information increases explosively.

Methods
In this study, we used a second derivative model to characterize the coronavirus epidemic in China with cumulatively diagnosed cases during the first 2 months. The analysis was further enhanced by an exponential model with a close-population assumption. This model was built with the data and used