impute_values: Add Imputed Series

In dashfordgroup/tsibbletools: Tiny Tools for Tsibble Joy

Description

Add Imputed Series

Usage

impute_values(
  tsbl,
  method = c("linear", "spline", "stine", "ma", "StructTS", "ARIMA", "locf", "nocb",
    "mean", "median", "mode", "random", "replace", "seasonal_interpolation",
    "seasonal_locf", "seasonal_mean", "seasonal_random", "seasonal_kalman", "seasonal_ma"),
  long = FALSE,
  value = NULL,
  Kalman_smooth = FALSE,
  seasonal_splitting = FALSE
)

Arguments

tsbl	tsibble
method	method of imputation
long	return a long tsibble with only one measured variable
value	if method is "replace" then the value for replacement. if "ma" then the value of k.
Kalman_smooth	use Kalman smoothing for StructTS or ARIMA
seasonal_splitting

Value

tsibble with a column for imputed values

dashfordgroup/tsibbletools documentation built on March 12, 2020, 10:54 p.m.