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Function ADCF [dCovTS v1.1]
keywords
ts
title
Auto-Distance Correlation Function
description
Computes the auto-distance correlation function of a univariate time series. It also computes the bias-corrected estimator of (squared) auto-distance correlation.
Function qat_analyse_block_distribution_1d [qat v0.74]
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ts
title
Perform a block distribution check
description
The measurement vector will be splitted into blocks, and on every block some statistical parameters will be calculated.
Function qat_analyse_block_distribution_2d [qat v0.74]
keywords
ts
title
Perform a block distribution check
description
The measurement vector will be splitted into blocks in the direction of the first dimension. After this on every block some statistical parameters will be calculated.
Function qat_analyse_boot_distribution_1d [qat v0.74]
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ts
title
Perform a bootstrapped distribution check
description
The measurement vector will be bootstrapped and statistical parameters will be determined.
Function qat_analyse_boot_distribution_2d [qat v0.74]
keywords
ts
title
Perform a bootstrapped distribution check
description
The measurement vector will be bootstrapped and statistical parameters will be determined.
Function qat_analyse_histogram_test_emd_1d [qat v0.74]
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ts
title
Perform a histogram test with the metric EMD
description
This check divides the data into blocks, estimates their probability density functions by histograms and compares them by using the Earth Movers Distance.
Function qat_analyse_histogram_test_jsd_2d [qat v0.74]
keywords
ts
title
Perform a histogram test with the metric JSD
description
This check divides the data into blocks, estimates their probability density functions by histograms and compares them by using the Jenson-Shannon Divergence.
Function qat_analyse_histogram_test_kld_1d [qat v0.74]
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ts
title
Perform a histogram test with the metric KLD
description
This check divides the data into blocks, estimates their probability density functions by histograms and compares them by using the Kullback-Leibler Divergence.
Function qat_analyse_distribution_2d [qat v0.74]
keywords
ts
title
Perform a distribution check
description
This check makes a histogram and gives back some statistical parameters of the given measurement vector.
Function qat_analyse_histogram_test_2d [qat v0.74]
keywords
ts
title
Perform a histogram test with a given metric
description
This check divides the data into blocks, estimates their probability density functions by histograms and compares them by using a given metric.