| Class | Description |
|---|---|
| BinaryVariateSumBound |
BinaryVariateSumBound demonstrates the Computation of the Probabilistic Bounds for the Realization of the
Values of a Multivariate Function over Random Sequence Values (in this case, sum of the independent
Random Variates) using Variants of the Efron-Stein Methodology.
|
| BoundedVariateSumBound |
BoundedVariateSumBound demonstrates the Computation of the Probabilistic Bounds for the Realization of the
Values of a Multivariate Function over Random Sequence Values (in this case, sum of the independent
Random Variates) using Variants of the Efron-Stein Methodology.
|
| GlivenkoCantelliSupremumBound |
GlivenkoCantelliSupremumBound demonstrates the Computation of the Probabilistic Bounds for the Supremum
among the Class of Functions for an Empirical Sample from its Population Mean using Variants of the
Efron-Stein Methodology.
|
| GlivenkoCantelliUniformBound |
GlivenkoCantelliUniformBound demonstrates the Computation of the Probabilistic Bounds for the Uniform
Deviation of an Empirical Sample from its Population Mean using Variants of the Efron-Stein Methodology.
|
| KernelDensityL1Bound |
KernelDensityL1Bound demonstrates the Computation of the Probabilistic Bounds for the L1 Errors of Kernel
Density Estimation using Variants of the Efron-Stein Methodology.
|
| LongestCommonSubsequenceBound |
LongestCommonSubsequenceBound demonstrates the Computation of the Probabilistic Bounds for the Longest
Common Subsequence across each half over the Random Sequence Values using Variants of the Efron-Stein
Methodology.
|
| MinimumBinPackingBound |
MinimumBinPackingBound demonstrates the Computation of the Probabilistic Bounds for the Minimum Number of
Packing Bins over a Random Sequence Values using Variants of the Efron-Stein Methodology.
|
| OrientedPassageTimeBound |
OrientedPassageTimeBound demonstrates the Computation of the Probabilistic Bounds for the First Passage
Time in a Grid of Oriented Percolation using Variants of the Efron-Stein Methodology.
|