This function computes the thresholding sparse covariance/correlation estimator with the optimal threshold level. — sparse_cov • scDesign3

Part from Chenxin Jiang

Usage

sparse_cov(
  data,
  method = c("cv", "qiu"),
  operator = c("hard", "soft", "scad", "al"),
  corr = TRUE
)

Arguments

data: The data matrix.
method: The choice of method to select the optimal threshold level.
operator: The choice of the thresholding operator.
corr: The indicator of computing correlation or covariance matrix.

Value

The thresholding sparse covariance/correlation estimator.

Examples

print("No example")
#> [1] "No example"