jidt/java/source/infodynamics/measures/continuous/gaussian
joseph.lizier b50384a302 Added methods for computeSignificance analytically (i.e. without bootstrapping) to the new Gaussian TE calculators (i.e. the Granger causality calculators), plus for directly assigning the joint covariance matrix for each calculator, and a debug method to access the computed determinants. 2014-04-23 02:07:29 +00:00
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ActiveInfoStorageCalculatorGaussian.java Rearchitected Active Info Storage calculators to use a common parent class for data collection, and underlying mutual information classes for the implementation specifics. Includes adding Kraskov and Gaussian Active Info Storage calculators, and implementing embedding delay for the past history. 2014-03-26 04:05:20 +00:00
ConditionalMutualInfoCalculatorMultiVariateGaussian.java Extended fix to handle zero-covariance conditionals for handling linear redundancies amongst variables properly in ConditionalMICalculatorMultivariateGaussian - this contributes to resolution (closed) for Issue 16 2013-07-06 18:24:13 +00:00
ConditionalTransferEntropyCalculatorGaussian.java Added methods for computeSignificance analytically (i.e. without bootstrapping) to the new Gaussian TE calculators (i.e. the Granger causality calculators), plus for directly assigning the joint covariance matrix for each calculator, and a debug method to access the computed determinants. 2014-04-23 02:07:29 +00:00
EntropyCalculatorGaussian.java Adding extra matrix utility functions to allow multivariate normal PDF to be calculated (including Cholesky decomposition, inversion of symmetric matrices), extra matrix multiplcation routines, etc. 2012-08-06 07:44:23 +00:00
EntropyCalculatorMultiVariateGaussian.java Code edits to mixed calculators to fix compilation after moving them into the "mixed" package. Also needed to make some alternations to some of the continuous calculators to fix usage of protected members which are no longer accessible to the moved classes. 2014-04-17 11:10:58 +00:00
MutualInfoCalculatorMultiVariateGaussian.java Patching linear Gaussian estimators to give empirical statistical significance given a certain number of observations. 2013-03-04 06:08:38 +00:00
TransferEntropyCalculatorGaussian.java Added methods for computeSignificance analytically (i.e. without bootstrapping) to the new Gaussian TE calculators (i.e. the Granger causality calculators), plus for directly assigning the joint covariance matrix for each calculator, and a debug method to access the computed determinants. 2014-04-23 02:07:29 +00:00
TransferEntropyCalculatorMultiVariateGaussian.java Added methods for computeSignificance analytically (i.e. without bootstrapping) to the new Gaussian TE calculators (i.e. the Granger causality calculators), plus for directly assigning the joint covariance matrix for each calculator, and a debug method to access the computed determinants. 2014-04-23 02:07:29 +00:00