Impute missing values — x3p

This function imputes missing values in an x3p object.

Usage

x3p_impute(
  x3p,
  ifout = FALSE,
  ifsave = FALSE,
  dir_name = NULL,
  gif_name = NULL,
  ifplot = FALSE
)

Arguments

x3p: An x3p object representing a topographic scan.
ifout: A Boolean flag indicating whether the imputation procedure should extrapolate. Set to TRUE for extrapolation.
ifsave: A Boolean flag indicating whether to save the imputation procedure gif.
dir_name: A string representing the directory name where the gif should be saved. Required when ifsave = TRUE.
gif_name: A string representing the gif name. Required when ifsave = TRUE.
ifplot: A Boolean flag indicating whether to save ggplot lists in the output attributes. Automatically set to TRUE when ifsave = TRUE.

Value

An x3p object after imputation.

Examples

x3p <- x3p_subsamples[[1]]
insidepoly_df <- x3p_insidepoly_df(x3p, mask_col = "#FF0000", concavity = 1.5, b = 1)
x3p_inner_nomiss_res <- df_rmtrend_x3p(insidepoly_df)

x3p_inner_impute <- x3p_impute(x3p_inner_nomiss_res,
  ifout = TRUE, ifsave = FALSE, dir_name = NULL, ifplot = TRUE
)

attr(x3p_inner_impute, "x3p_impute_0_plot")

attr(x3p_inner_impute, "x3p_impute_1_plot")

attr(x3p_inner_impute, "x3p_impute_n_plot")


if (interactive()) {
  x3p_image_autosize(x3p_inner_impute)
}