Elements of Probability and Statistics An Introduction to Probability with de Finetti’s Approach and to Bayesian Statistics /

• Κύριοι συγγραφείς: Biagini, Francesca (Συγγραφέας), Campanino, Massimo (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: UNITEXT, 98
• Θέματα: Mathematics.; Business mathematics.; Mathematical statistics.; Probabilities.; Physics.; Statistics.; Applied mathematics.; Engineering mathematics.; Probability Theory and Stochastic Processes.; Statistical Theory and Methods.; Probability and Statistics in Computer Science.; Business Mathematics.; Mathematical Methods in Physics.; Appl.Mathematics/Computational Methods of Engineering.

This book provides an introduction to elementary probability and to Bayesian statistics using de Finetti's subjectivist approach. One of the features of this approach is that it does not require the introduction of sample space – a non-intrinsic concept that makes the treatment of elementary pr...

Πίνακας περιεχομένων:

• 1 Random numbers
• 2 Discrete distributions
• 3 One-dimensional absolutely continuous distributions
• 4 Multi-dimensional absolutely continuous distributions
• 5 Convergence of distributions
• 6 Discrete time Markov chains
• 7 Continuous time Markov chains
• 8 Statistics
• 9 Combinatorics
• 10 Discrete distributions
• 11 One-dimensional absolutely continuous distributions
• 12 Absolutely continuous and multivariate distributions
• 13 Markov chains
• 14 Statistics
• 15 Elements of combinatorics
• 16 Relations between discrete and absolutely continuous distributions
• 17 Some discrete distributions
• 18 Some one-dimensional absolutely continuous distributions
• 19 The normal distribution
• 20 Stirling's formula
• 21 Elements of analysis
• 22 Bidimensional integrals.