3.11.6. statsmodels.stats.correlation_tools

Created on Fri Aug 17 13:10:52 2012

Author: Josef Perktold License: BSD-3

3.11.6.1. Functions

clip_evals(x[, value])
corr_clipped(corr[, threshold]) Find a near correlation matrix that is positive semi-definite
corr_nearest(corr[, threshold, n_fact]) Find the nearest correlation matrix that is positive semi-definite.
corr_nearest_factor(corr, rank[, ctol, ...]) Find the nearest correlation matrix with factor structure to a given square matrix.
corr_thresholded(data[, minabs, max_elt]) Construct a sparse matrix containing the thresholded row-wise correlation matrix from a data array.
cov_nearest(cov[, method, threshold, ...]) Find the nearest covariance matrix that is postive (semi-) definite
cov_nearest_factor_homog(cov, rank) Approximate an arbitrary square matrix with a factor-structured matrix of the form k*I + XX’.

3.11.6.2. Classes

Bunch(**kwargs)
FactoredPSDMatrix(diag, root) Representation of a positive semidefinite matrix in factored form.

3.11.6.3. Exceptions

IterationLimitWarning