java-timeseries icon indicating copy to clipboard operation
java-timeseries copied to clipboard

What if my time series has missing values

Open abhijitsahay opened this issue 5 years ago • 2 comments

Is there a way to use this model if my time series has some values missing?

abhijitsahay avatar Aug 14 '19 14:08 abhijitsahay

for most timeseries forecasting algorithms you need to interpolate the missing values.

pjebs avatar Aug 15 '19 02:08 pjebs

The R arima function seems to handle missing values gracefully. Please see:

https://stats.stackexchange.com/questions/346225/fitting-arima-to-time-series-with-missing-values

Interpolation introduces its own difficulties, as I am sure you realize.

abhijitsahay avatar Aug 15 '19 14:08 abhijitsahay