I am trying to model a time series that contains a sequence of zeros. I tried fitting an ARIMA model using
auto.arima function from the forecast package in R but the MAPE is reported as infinity (probably due to division by zero). Moreover, the
auto.arima fits an ARIMA(0,1,0) model over the data.
Can you suggest any types of models that may be appropriate for such data?