interpolate: Interpolate missing values

In fabletools: Core Tools for Packages in the 'fable' Framework

Interpolate missing values

Description

Uses a fitted model to interpolate missing values from a dataset.

Usage

## S3 method for class 'mdl_df'
interpolate(object, new_data, ...)

## S3 method for class 'mdl_ts'
interpolate(object, new_data, ...)

Arguments

object	A mable containing a single model column.
new_data	A dataset with the same structure as the data used to fit the model.
...	Other arguments passed to interpolate methods.

Examples

library(fable)
library(tsibbledata)

# The fastest running times for the olympics are missing for years during 
# world wars as the olympics were not held.
olympic_running

olympic_running %>% 
  model(TSLM(Time ~ trend())) %>% 
  interpolate(olympic_running)

fabletools documentation built on Oct. 12, 2023, 1:07 a.m.