Missing Value Treatment for Last Periods

You have the option when defining the prediction to determine how Auto Predict should handle a missing value for the last historical period.

You can select from the following options:

  • Skip Series—Skips the Time Series with the missing last historical period. The default option.
  • Mean—Fills the missing last historical period with the Mean value generated using data from earlier historical periods.
  • Zero—Fills the missing last historical period with Zero.
  • Last observed value—Fills the missing last historical period with the last available value in the time series.
  • Cubic Spline Interpolation—Fills the missing last historical period using cubic spline interpolation technique.