Grabbed from MASS. Useful to sparsify matrices when some eigenvalues are essentially zero.
check_eigen_decomposition(e, tol = 1e-06)
the eigen decomposition to check
the threshold below which a number is said to be effectively zero, defaults to 1e-6
The eigen values with any values with absolute value less than tol zeroed.
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