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: Data analysis and approximate models
    sub title: model choice, location-scale, analysis of variance, nonparametric regression and image analysis
  title info:
    title: MATHnetBASE
  name:
    name part: Davies, Patrick Laurie
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Taylor & Francis
  name:
    name part: Taylor and Francis
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: flu
    date issued: 2014
    edition: First edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (320 pages) : 135 illustrations.
  abstract: The First Detailed Account of Statistical Analysis That Treats Models as Approximations The idea of truth plays a role in both Bayesian and frequentist statistics. The Bayesian concept of coherence is based on the fact that two different models or parameter values cannot both be true. Frequentist statistics is formulated as the problem of estimating the "true but unknown" parameter value that generated the data.
  table of contents: chapter Title -- chapter 1 Introduction -- chapter 2 A Concept of Approximation -- chapter 3 Discrete Models -- chapter 4 Outliers -- chapter 5 The Location-scale Problem -- chapter 6 The Analysis of Variance -- chapter 7 Non-parametric Regression: Location -- chapter 8 Non-parametric Regression: Scale -- chapter 9 Image Analysis -- chapter 10 Non-parametric Densities -- chapter 11 A Critique of Statistics.
  note: by Patrick Laurie Davies.
  subject:
    topic: MATHEMATICS / Probability & Statistics / Bayesian Analysis
  subject:
    topic: Approximation theory
  subject:
    topic: Probabilities
    topic: Philosophy
  subject:
    topic: Statistics
  subject:
    topic: MATHEMATICS
    topic: Probability & Statistics
    genre: General
  subject:
    topic: MATHEMATICS
    topic: Probability & Statistics
    topic: Bayesian Analysis
  classification: QA273.A35
  classification: 519.5
  related item:
    title info:
      title: Chapman & Hall/CRCmonographs on statistics & applied probability
  identifier: 9780429161698
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record creation date: 180611
    record change date: 20220613175929.6
    record identifier: in00004581571