rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Estimation of rare event probabilities in complex aerospace and other systems
    sub title: a practical approach
  name:
    name part: Morio, Jérôme
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Balesdent, Mathieu
    role:
      role term: author.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: ne
    date issued: 2016
    copyright date: 2016
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: print
    extent: xviii, 196 pages : illustrations ; 24 cm.
  table of contents: 1.Introduction to rare event probability estimation / M. Balesdent -- 1.1.The book purposes -- 1.2.What are the events of interest considered in this book? -- 1.3.The book organization -- Reference -- pt. One Essential background in mathematics and system analysis -- 2.Basics of probability and statistics / M. Balesdent -- 2.1.Probability theory operators -- 2.2.Modeling and sample generation of random variable pdfs -- 2.3.Convergence theorems and general statistical methods -- References -- 3.The formalism of rare event probability estimation in complex systems / M. Balesdent -- 3.1.Input -- output system -- 3.2.Time-variant system -- 3.3.Characterization of a probability estimation -- References -- pt. Two Practical overview of the main rare event estimation techniques -- 4.Introduction / J. Morio -- 4.1.Categories of estimation methods -- 4.2.General notations -- 4.3.Description of the toy cases -- References -- 5.Simulation techniques / R. Pastel -- 5.1.Crude Monte Carlo -- 5.2.Simple variance reduction techniques -- 5.3.Importance sampling -- 5.4.Adaptive splitting technique -- References -- 6.Statistical techniques / M. Balesdent -- 6.1.Extreme value theory -- 6.2.Large deviation theory -- References -- 7.Reliability based approaches / M. Balesdent -- 7.1.First-order and second-order reliability methods -- 7.2.Line sampling -- 7.3.Directional sampling -- 7.4.Stratified sampling -- 7.5.Geometrical methods -- References -- 8.Methods for high-dimensional and computationally intensive models / J. Morio -- 8.1.Sensitivity analysis -- 8.2.Surrogate models for rare event estimation -- References -- 9.Special developments for time-variant systems / M. Balesdent -- 9.1.General notations -- 9.2.Toy case -- 9.3.Crude Monte Carlo -- 9.4.Importance sampling -- 9.5.Importance splitting -- 9.6.Weighted importance resampling -- 9.7.Extreme value theory -- References -- pt. Three Benchmark of the methods to aerospace problems -- 10.Estimation of launch vehicle stage fallout zo…
  note: Jérôme Morio and Mathieu Balesdent.
  note: Includes bibliographical references and index.
  subject:
    topic: Aircraft accidents
    topic: Risk assessment
    topic: Statistical methods
  subject:
    topic: Astronautics
    topic: Accidents
    topic: Risk assessment
    topic: Statistical methods
  subject:
    topic: System safety
    topic: Statistical methods
  subject:
    topic: Limit theorems (Probability theory)
  classification: 363.12/4015195
  related item:
    title info:
      title: Woodhead Publishing in mechanical engineering ; number 720
  identifier: 9780081000915
  identifier: 008100091X
  record info:
    record content source: AU@
    record creation date: 151118
    record change date: 20170928111609.0
    record identifier: in00003616249