Information and Divergence Measures

The concept of distance is important for establishing the degree of similarity and/or closeness between functions, populations, or distributions. As a result, distances are related to inferential statistics, including problems related to both estimation and hypothesis testing, as well as modelling w...

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Bibliographic Details
Format:	Online
Language:	English
Published:	MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:	exponential family statistical divergence truncated exponential family truncated normal distributions double index divergence test statistic multivariate data analysis conditional independence cross tabulations extremal combinatorics graphs Han’s inequality information inequalities polymatroid rank function set function Shearer’s lemma submodularity empirical survival Jensen–Shannon divergence Kolmogorov–Smirnov two-sample test skew logistic distribution bi-logistic growth epidemic waves COVID-19 data Rényi’s pseudodistance minimum Rényi’s pseudodistance estimators restricted minimum Rényi’s pseudodistance estimators Rao-type tests divergence-based tests Multivariate Cauchy distribution (MCD) Kullback–Leibler divergence (KLD) multiple power series Lauricella D-hypergeometric series statistical K-means academic evaluation statistical manifold clustering concomitants GOS FGM family Shannon entropy Tsallis entropy Awad entropy residual entropy past entropy Fisher–Tsallis information number Tsallis divergence bootstrap discrepancy comparison probability (BDCP) discrepancy comparison probability (DCP) likelihood ratio test (LRT) model selection p-value LPI radar waveform passive interception systems Kullback–Leibler divergence joint entropy Tsallis logarithm Kaniadakis logarithm weighted Tsallis divergence weighted Kaniadakis divergence geodesic Fisher information differential geometry transversality multivariate Gaussian n/a moment condition models divergences robustness thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PH Physics
Online Access:	ONIX_20230911_9783036583860_42
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Information and Divergence Measures

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