Titre : |
Probability, random variables and stochastic processes |
Type de document : |
texte imprimé |
Auteurs : |
Athanasios Papoulis, Auteur |
Mention d'édition : |
2 éd |
Editeur : |
New York : McGraw-Hill |
Année de publication : |
1984 |
Autre Editeur : |
International student |
Collection : |
McGraw-Hill electrical and electronic engineering series |
Sous-collection : |
Communications and information theory |
Importance : |
XV-576 p. |
Format : |
24 cm |
ISBN/ISSN/EAN : |
978-0-07-048468-9 |
Note générale : |
Bibliogr. p. 568-569. Index |
Langues : |
Anglais (eng) |
Mots-clés : |
Probabilités
Variables aléatoires
Processus stochastiques
Probabilities
Random variables
Stochastic processes |
Index. décimale : |
519.2 Probabilités. Statistique mathématique |
Résumé : |
This is an extensively revised edition reflecting the developments of the last two decades. several new topic are added, important areas are strenghthened, and selections of limited interest are eliminated. Most additions, hawever, deal with applications; the first ten chapters are essentially unchanged.
The book concludes with a self-contained chapter on entropy developed axiomatically from first principales. It is presented in the context of earlier chapters, and it includes the method of maximum entropy in parameter estimation and elements of coding theory. |
Note de contenu : |
Au sommaire :
- Probability and random variables
* The meaning of probability
* The axioms of probability
* Repeated trials
* The concept of a random variable
...
- Stochastic processes
* General concepts
* Spectral analysis
* Applications
- Selected topics
* Queueing theory, shot nois, markoff processes
* Mean square estimation
* Spectral estimation
* Entropy |
Probability, random variables and stochastic processes [texte imprimé] / Athanasios Papoulis, Auteur . - 2 éd . - : International student, 1984 . - XV-576 p. ; 24 cm. - ( . Communications and information theory) . ISBN : 978-0-07-048468-9 Bibliogr. p. 568-569. Index Langues : Anglais ( eng)
Mots-clés : |
Probabilités
Variables aléatoires
Processus stochastiques
Probabilities
Random variables
Stochastic processes |
Index. décimale : |
519.2 Probabilités. Statistique mathématique |
Résumé : |
This is an extensively revised edition reflecting the developments of the last two decades. several new topic are added, important areas are strenghthened, and selections of limited interest are eliminated. Most additions, hawever, deal with applications; the first ten chapters are essentially unchanged.
The book concludes with a self-contained chapter on entropy developed axiomatically from first principales. It is presented in the context of earlier chapters, and it includes the method of maximum entropy in parameter estimation and elements of coding theory. |
Note de contenu : |
Au sommaire :
- Probability and random variables
* The meaning of probability
* The axioms of probability
* Repeated trials
* The concept of a random variable
...
- Stochastic processes
* General concepts
* Spectral analysis
* Applications
- Selected topics
* Queueing theory, shot nois, markoff processes
* Mean square estimation
* Spectral estimation
* Entropy |
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