Multivariate Exponential Families: A Concise Guide to Statistical Inference / / by Stefan Bedbur, Udo Kamps
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| Autore: |
Bedbur Stefan
|
| Titolo: |
Multivariate Exponential Families: A Concise Guide to Statistical Inference / / by Stefan Bedbur, Udo Kamps
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Edizione: | 1st ed. 2021. |
| Descrizione fisica: | 1 online resource (147 pages) |
| Disciplina: | 519.5 |
| Soggetto topico: | Statistics |
| Biometry | |
| Computer science - Mathematics | |
| Mathematical statistics | |
| Statistical Theory and Methods | |
| Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences | |
| Biostatistics | |
| Probability and Statistics in Computer Science | |
| Persona (resp. second.): | KampsUdo <1959-> |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Introduction -- Parametrizations and Basic Properties -- Distributional and Statistical Properties -- Parameter Estimation -- Hypotheses Testing -- Exemplary Multivariate Applications. |
| Sommario/riassunto: | This book provides a concise introduction to exponential families. Parametric families of probability distributions and their properties are extensively studied in the literature on statistical modeling and inference. Exponential families of distributions comprise density functions of a particular form, which enables general assertions and leads to nice features. With a focus on parameter estimation and hypotheses testing, the text introduces the reader to distributional and statistical properties of multivariate and multiparameter exponential families along with a variety of detailed examples. The material is widely self-contained and written in a mathematical setting. It may serve both as a concise, mathematically rigorous course on exponential families in a systematic structure and as an introduction to Mathematical Statistics restricted to the use of exponential families. |
| Titolo autorizzato: | Multivariate exponential families |
| ISBN: | 9783030819002 |
| 3030819000 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910502983803321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
SpringerBriefs in Statistics, . 2191-5458