tbl_dimension_correlations: Dimension Reduced Correlations
In abresler/asbtools: Alex Bresler's random tools

tbl_dimension_correlations

R Documentation

Dimension Reduced Correlations

Description

Dimension Reduced Correlations

Usage

tbl_dimension_correlations(
  data,
  exclude_dimensional_correlations = T,
  methods = c("gng", "cur", "h2oae", "h2oglrm", "ica", "isomap", "kpca", "lle", "mds",
    "nmf", "pca", "spca", "svd", "tsne", "umap"),
  correlation_method = "pearson",
  correlation_used = "pairwise.complete.obs",
  diagonal = NA,
  remove_columns = NULL,
  include_logical = T,
  include_factors = F,
  exclude_clusters = F,
  character_to_factor = F,
  full_rank = T
)

Arguments

`methods`	a character string indicating which correlation coefficient (or covariance) is to be computed. One of "pearson" (default), "kendall", or "spearman": can be abbreviated.
`correlation_method`	an optional character string giving a method for computing covariances in the presence of missing values. This must be (an abbreviation of) one of the strings "everything", "all.obs", "complete.obs", "na.or.complete", or "pairwise.complete.obs".
`full_rank`