Topics and Techniques in Distribution Testing: A Biased but Representative Sample
Clément L. Canonne
Abstract
We focus on some specific problems in distribution testing, taking goodness-of-fit as a running example. In particular, we do not aim to provide a comprehensive summary of all the topics in the area; but will provide self-contained proofs and derivations of the main results, trying to highlight the unifying techniques.
Topics & Concepts
Sample (material)Computer scienceDistribution (mathematics)StatisticsEconometricsMathematicsChromatographyChemistryMathematical analysisNuclear and radioactivity studiesGeophysical Methods and ApplicationsNon-Destructive Testing Techniques