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UncertainData.jl
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UncertainData.jl
GitHub
Package overview
Propagation of errors
Uncertain values
Uncertain values
Types of uncertain values
List of representations
List of representations
Kernel density estimates (KDE)
Theoretical distributions with known parameters
Theoretical distributions with fitted parameters
Weighted (nested) populations
Values without uncertainty
Measurements
Combining/merging
Extended examples
Uncertain datasets
Uncertain datasets
Types of uncertain datasets
Uncertain index dataset
Uncertain value dataset
Uncertain index-value dataset
Generic uncertain dataset
Sampling constraints
Sampling constraints
Regular constraints
Sequential constraints
Sequential constraints
List of sequential constraints
Existence of sequences
Examples
Examples
Constraining uncertain values
Resampling
Resampling
Overview
Uncertain values
Uncertain values
Resampling uncertain values
Uncertain value collections
Uncertain value collections
Resampling uncertain collections
Sampling schemes
Sampling schemes
List of schemes
Applying resampling schemes
Uncertain index-value collections
Uncertain index-value collections
Resampling index-value collections
Sampling schemes
Sampling schemes
List of schemes
Applying resampling schemes
Sequential resampling
Sequential resampling
Overview
Strictly increasing
Strictly decreasing
Index-value datasets
Interpolation
Interpolation
Overview
Gridded interpolation
Resampling in-place
Mathematics
Mathematics
Elementary operations
Trigonometric functions
Statistics
Statistics
Basics
Basics
Overview
Point estimates on values
Pairwise estimates on values
Estimates on single uncertain value collections
Estimates on pairs of uncertain value collections
Hypothesis tests
Hypothesis tests
Overview
One sample t-test
Equal variance t-test
Unequal variance t-test
Exact Kolmogorov-Smirnov test
Approximate two-sample Kolmogorov-Smirnov test
Jarque-Bera test
Mann-Whitney u-test
Anderson-Darling test
Tutorials
Tutorials
List of tutorials
List of tutorials
Table of contents
Regularising uncertain data
Regularising data
Regularising data
Binned resampling
Implementing algorithms for uncertain data
Changelog
Publications and software
Table of contents
Regularising uncertain data
List of tutorials
Regularising uncertain data
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Transforming uncertain data to regular grid