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Subjective Probability Models for Lifetimes (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) - Tapa blanda

Libro 10 de 110: ISSN

Spizzichino, Fabio

 
9780367397173: Subjective Probability Models for Lifetimes (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Tapa blanda
ISBN 10: 036739717X ISBN 13: 9780367397173
Editorial: Chapman and Hall/CRC, 2019

Sinopsis

Bayesian methods in reliability cannot be fully utilized and understood without full comprehension of the essential differences that exist between frequentist probability and subjective probability. Switching from the frequentist to the subjective approach requires that some fundamental concepts be rethought and suitably redefined. Subjective Probability Models for Lifetimes details those differences and clarifies aspects of subjective probability that have a direct influence on modeling and drawing inference from failure and survival data. In particular, within a framework of Bayesian theory, the author considers the effects of different levels of information in the analysis of the phenomena of positive and negative aging. The author coherently reviews and compares the various definitions and results concerning stochastic ordering, statistical dependence, reliability, and decision theory. He offers a detailed but accessible mathematical treatment of different aspects of probability distributions for exchangeable vectors of lifetimes that imparts a clear understanding of what the "probabilistic description of aging" really is, and why it is important to analyzing survival and failure data.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Spizzichino, Fabio

De la contraportada

Bayesian methods in reliability cannot be fully utilized without understanding the essential differences that exist between frequentist probability and subjective probability. Switching from the frequentist to the subjective approach requires that some fundamental concepts be re-thought. This text details those differences and clarifies aspects of subjective probability that have a direct influence on modeling and drawing inference from failure and survival data. In particular, within a framework of Bayesian theory, the author considers the effects of different levels of information in the analysis of the phenomena of positive and negative aging.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2019
Idioma
Inglés
ISBN 10 
036739717X
ISBN 13 
9780367397173
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
272
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania