*Proceeding Paper* **Nonparametric Inference for Mixture Cure Model When Cure Information Is Partially Available †**

**Wende Clarence Safari 1,2,\*, Ignacio López-de-Ullibarri <sup>2</sup> and María Amalia Jácome 1,2**


**Abstract:** We introduce nonparametric estimators to estimate the conditional survival function, cure probability and latency function in the setting of a mixture cure model when the cure status is partially known. For the sake of illustration, we present an application concerning patients hospitalized with COVID-19 in Galicia (Spain) during the first outbreak of the epidemic.

**Keywords:** COVID-19; ICU; kernel estimators; mixture cure model; survival analysis
