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Divergence Measures : Mathematical Foundations and Applications in Information-Theoretic and Statistical Problems
| Divergence Measures : Mathematical Foundations and Applications in Information-Theoretic and Statistical Problems |
| Autore | Sason Igal |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (256 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
Augustin-Csiszár mutual information
Bahadur efficiency Bayes risk bootstrap Bregman divergence capacitory discrimination Carlson-Levin inequality chi-squared divergence conditional limit theorem conditional Rényi divergence convexity data transmission difference of convex (DC) programming dimensionality reduction discriminant analysis error exponents f-divergence f-divergences horse betting hypothesis testing information contraction information geometry information inequalities information measures Jensen diversity Jensen-Bregman divergence Jensen-Shannon centroid Jensen-Shannon divergence Kelly gambling large deviations Markov chains maximal correlation maximum likelihood method of types minimum divergence estimator mixture family mutual information n/a Pinsker's inequality relative entropy Rényi divergence Rényi entropy Rényi mutual information skew-divergence statistical divergences statistical inference strong data-processing inequalities total variation α-mutual information |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Divergence Measures |
| Record Nr. | UNINA-9910576871103321 |
Sason Igal
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Information and Divergence Measures
| Information and Divergence Measures |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Descrizione fisica | 1 online resource (282 p.) |
| Soggetto topico |
Physics
Research & information: general |
| Soggetto non controllato |
academic evaluation
Awad entropy bi-logistic growth bootstrap discrepancy comparison probability (BDCP) clustering concomitants conditional independence COVID-19 data cross tabulations differential geometry discrepancy comparison probability (DCP) divergence-based tests divergences double index divergence test statistic empirical survival Jensen-Shannon divergence epidemic waves exponential family extremal combinatorics FGM family Fisher information Fisher-Tsallis information number geodesic GOS graphs Han's inequality information inequalities joint entropy Kaniadakis logarithm Kolmogorov-Smirnov two-sample test Kullback-Leibler divergence Kullback-Leibler divergence (KLD) Lauricella D-hypergeometric series likelihood ratio test (LRT) LPI minimum Rényi's pseudodistance estimators model selection moment condition models multiple power series Multivariate Cauchy distribution (MCD) multivariate data analysis multivariate Gaussian n/a p-value passive interception systems past entropy polymatroid radar waveform rank function Rao-type tests Rényi's pseudodistance residual entropy restricted minimum Rényi's pseudodistance estimators robustness set function Shannon entropy Shearer's lemma skew logistic distribution statistical divergence statistical K-means statistical manifold submodularity transversality truncated exponential family truncated normal distributions Tsallis divergence Tsallis entropy Tsallis logarithm weighted Kaniadakis divergence weighted Tsallis divergence |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911053044603321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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