Introduction to Imprecise Probabilities
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Beschreibung
In recent years, the theory has become widely accepted and has beenfurther developed, but a detailed introduction is needed in orderto make the material available and accessible to a wide audience.This will be the first book providing such an introduction,covering core theory and recent developments which can be appliedto many application areas. All authors of individual chapters areleading researchers on the specific topics, assuring high qualityand up-to-date contents.
An Introduction to Imprecise Probabilities provides acomprehensive introduction to imprecise probabilities, includingtheory and applications reflecting the current state if the art.Each chapter is written by experts on the respective topics,including: Sets of desirable gambles; Coherent lower (conditional)previsions; Special cases and links to literature; Decision making;Graphical models; Classification; Reliability and risk assessment;Statistical inference; Structural judgments; Aspects ofimplementation (including elicitation and computation); Models infinance; Game-theoretic probability; Stochastic processes(including Markov chains); Engineering applications.
Essential reading for researchers in academia, researchinstitutes and other organizations, as well as practitionersengaged in areas such as risk analysis and engineering.
Autor*in
Thomas Augustin
Themen in »Introduction to Imprecise Probabilities«
Angew. Wahrscheinlichkeitsrechn. u. Statistik / Modelle Applied Mathmatics in Engineering Applied Probability & Statistics - Models Mathematics Mathematik Mathematik in den Ingenieurwissenschaften Probability & Mathematical Statistics Statistics Statistik Wahrscheinlichkeitsrechnung Wahrscheinlichkeitsrechnung u. mathematische Statistik