is_stop_ASE determines whether to stop choosing sample based on the
current estimator
is_stop_ASE(sandwich, d, nonZeroIdx, verbose = FALSE)A numeric matrix that represent the sandwich information matrix for covariance
A numeric number specifying the length of the fixed size confidence set that we specify
A numeric number specifying the index of the non zero coefficient
A A logical value to determine whether to get the full information about the iteration situation
a list of these elements:
a logical value. If TRUE, it means we have choosen enough samples.
the maximum eighevalue covariance matrix
is_stop_ASE determines if the iteration stop condition is met based on the current estimator