View source: R/03_panel_merging.R
impute_across_panels | R Documentation |
This function imputes the expression values for a whole dataset based on the overlapping markers contained in another dataset. The purpose is to be able to merge multi-panel data or to merge differently run datasets that have non-overlapping markers
impute_across_panels(
dataset1,
dataset2,
overlap_channels,
impute_channels1,
impute_channels2,
xdim = 8,
ydim = 8,
seed = 482
)
dataset1 |
Dataframe with expression values 1 |
dataset2 |
Dataframe with expression values 2 |
overlap_channels |
Channels (markers) that overlap between impute_for and complete_obs, which can be used to base imputation on |
impute_channels1 |
Channels to impute and add to the impute_for dataset1 (must be present in dataset2). Alternatively can be set to NULL. |
impute_channels2 |
Channels to impute and add to the impute_for dataset2 (must be present in dataset1). Alternatively can be set to NULL. |
xdim |
The x-dimension size of the SOM. |
ydim |
The y-dimension size of the SOM. |
seed |
The seed to use when creating the SOM. |
Other merging:
salvage_problematic()
## Not run:
dfs_imputed <- impute_across_panels(dataset1 = df_panel1, dataset2 = df_panel2,
overlap_channels = intersect(df_panel1_markers, df_panel2_markers),
impute_channels1 = unique_df_panel2_markers, , impute_channels2 = unique_df_panel1_markers)
## End(Not run)
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