Foundations of Quantization for Probability Distributions [[electronic resource] /] / by Siegfried Graf, Harald Luschgy |
Autore | Graf Siegfried |
Edizione | [1st ed. 2000.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 |
Descrizione fisica | 1 online resource (X, 230 p.) |
Disciplina | 519.24 |
Collana | Lecture Notes in Mathematics |
Soggetto topico |
Probabilities
Statistics Pattern recognition Operations research Decision making Electrical engineering Probability Theory and Stochastic Processes Statistical Theory and Methods Pattern Recognition Operations Research/Decision Theory Communications Engineering, Networks |
ISBN | 3-540-45577-9 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | I. General properties of the quantization for probability distributions: Voronoi partitions. Centers and moments of probability distributions. The quantization problem. Basic properties of optimal quantizers. Uniqueness and optimality in one dimension -- II. Asymptotic quantization for nonsingular probability distributions: Asymptotics for the quantization error. Asymptotically optimal quantizers. Regular quantizers and quantization coefficients. Random quantizers and quantization coefficients. Asymptotics for the covering radius -- III. Asymptotic quantization for singular probability distributions: The quantization dimension. Regular sets and measures of dimension D. Rectifiable curves. Self-similar sets and measures. |
Record Nr. | UNINA-9910146314003321 |
Graf Siegfried | ||
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Foundations of Quantization for Probability Distributions [[electronic resource] /] / by Siegfried Graf, Harald Luschgy |
Autore | Graf Siegfried |
Edizione | [1st ed. 2000.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 |
Descrizione fisica | 1 online resource (X, 230 p.) |
Disciplina | 519.24 |
Collana | Lecture Notes in Mathematics |
Soggetto topico |
Probabilities
Statistics Pattern recognition Operations research Decision making Electrical engineering Probability Theory and Stochastic Processes Statistical Theory and Methods Pattern Recognition Operations Research/Decision Theory Communications Engineering, Networks |
ISBN | 3-540-45577-9 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | I. General properties of the quantization for probability distributions: Voronoi partitions. Centers and moments of probability distributions. The quantization problem. Basic properties of optimal quantizers. Uniqueness and optimality in one dimension -- II. Asymptotic quantization for nonsingular probability distributions: Asymptotics for the quantization error. Asymptotically optimal quantizers. Regular quantizers and quantization coefficients. Random quantizers and quantization coefficients. Asymptotics for the covering radius -- III. Asymptotic quantization for singular probability distributions: The quantization dimension. Regular sets and measures of dimension D. Rectifiable curves. Self-similar sets and measures. |
Record Nr. | UNISA-996466508503316 |
Graf Siegfried | ||
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Stable convergence and stable limit theorems [[electronic resource] /] / by Erich Häusler, Harald Luschgy |
Autore | Häusler Erich |
Edizione | [1st ed. 2015.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
Descrizione fisica | 1 online resource (231 p.) |
Disciplina | 519.2 |
Collana | Probability Theory and Stochastic Modelling |
Soggetto topico |
Probabilities
Statistics Probability Theory and Stochastic Processes Statistical Theory and Methods |
ISBN | 3-319-18329-X |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Preface -- 1.Weak Convergence of Markov Kernels -- 2.Stable Convergence -- 3.Applications -- 4.Stability of Limit Theorems -- 5.Stable Martingale Central Limit Theorems -- 6.Stable Functional Martingale Central Limit Theorems -- 7.A Stable Limit Theorem with Exponential Rate -- 8.Autoregression of Order One -- 9.Branching Processes -- A. Appendix -- B. Appendix -- Bibliography. |
Record Nr. | UNINA-9910299777703321 |
Häusler Erich | ||
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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