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A Few Functions of Python® . vi Digital Signal Processing with Python Programming. 2.2.1. PCA . Generalized likelihood ratio test (GLRT) .We'll introduce the generalized likelihood ratio test and explore applications to the analysis of categorical data. 22.1 GLRT for a simple null hypothesis. To calculate the likelihood ratio given the log-likelihoods, use this formula: from scipy.stats.distributions import chi2 def