forecast: forecast

Description Usage Arguments Value Note Author(s) References

Description

Performs the flow field forecast give a historical data skeleton from the penalized spline regression.

Usage

1
forecast(skeleton, steps)

Arguments

skeleton

data skeleton from penalized spline regression

steps

Number of steps to forecast. Forecasts occur in knot intervals of the penalized spline regression. Knots are evenly spaced within the range of data appoximately one knot for every 10 data points.

Value

Returns the forecast values.

Note

If data is too sparse, a WARNING will be given to the issue to indicate that forecasts may be inaccurate.

Author(s)

Kyle A. Caudle

References

Frey, MR and Caudle, KA "Flow field forecasting for univariate time series," Statistical Analysis and Data Mining, 2013.


flowfield documentation built on May 2, 2019, 10:21 a.m.