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: Sequential change detection and hypothesis testing
    sub title: general non-i.i.d. stochastic models and asymptotically optimal rules
  title info:
    title: MATHnetBASE
  name:
    name part: Tartakovsky, Alexander
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Taylor & Francis
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: flu
    date issued: 2020
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource
  abstract: "Statistical methods for sequential hypothesis testing and changepoint detection have applications across many fields. This book presents an overview of methodology in these related areas, providing a synthesis of research from the last few decades"--
  table of contents: Sequential hypothesis testing in multiple data streams -- Sequential detection of changes : changepoint models, performance metrics and optimality criteria -- Bayesian quickest change detection in a single population -- Nearly optimal pointwise and minimax change detection in a single population -- Change detection rules optimal for the maximal detection probability criterion -- Quickest change detection in multiple streams -- Joint changepoint detection and identification -- Applications.
  note: by Alexander G. Tartakovsky.
  subject:
    topic: Sequential analysis
  subject:
    topic: Mathematical statistics
  subject:
    topic: MATHEMATICS / Probability & Statistics / General
  subject:
    topic: MATHEMATICS / Probability & Statistics / Bayesian Analysis
  classification: QA279.7
  classification: 519.5/4
  identifier: 9780429155017
  identifier: 0429155018
  identifier: 9781498757591
  identifier: 1498757596
  identifier: 9780429531712
  identifier: 0429531710
  identifier: 9781498757584
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: OCoLC-P
    record creation date: 191216
    record change date: 20220613175926.2
    record identifier: in00004581550
    language of cataloging:
      language term: eng