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: Regression modeling strategies
    sub title: with applications to linear models, logistic and ordinal regression, and survival analysis
  name:
    name part: Harrell, Frank E.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: ProQuest (Firm)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: sz
    date issued: 2015
    edition: Second edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource ( xxv, 582 pages) : illustrations (some color).
  table of contents: Introduction -- General Aspects of Fitting Regression Models -- Missing Data -- Multivariable Modeling Strategies -- Describing, Resampling, Validating and Simplifying the Model -- R Software -- Modeling Longitudinal Responses using Generalized Least Squares -- Case Study in Data Reduction -- Overview of Maximum Likelihood Estimation -- Binary Logistic Regression -- Binary Logistic Regression Case Study 1 -- Logistic Model Case Study 2: Survival of Titanic Passengers -- Ordinal Logistic Regression -- Case Study in Ordinal Regression, Data Reduction and Penalization.- Regression Models for Continuous Y and Case Study in Ordinal Regression -- Transform-Both-Sides Regression -- Introduction to Survival Analysis -- Parametric Survival Models -- Case Study in Parametric Survival Modeling and Model Approximation -- Cox Proportional Hazards Regression Model -- Case Study in Cox Regression -- Appendix.
  note: Frank E. Harrell, Jr.
  note: Includes bibliographical references and index.
  note: English.
  subject:
    topic: Regression analysis
  subject:
    topic: Regression Analysis
  subject:
    topic: Analyse de régression
  subject:
    topic: Análisis de regresión
  subject:
    topic: Regression analysis
  subject:
    topic: Mathematics
  classification: QA278.2 .H37 2015
  classification: 519.5/36
  related item:
    title info:
      title: Springer series in statistics
  identifier: 9783319194257
  identifier: 3319194259
  identifier: 3319194240
  identifier: 9783319194240
  identifier: https://ebookcentral.proquest.com/lib/tamucs/detail.action
  record info:
    record content source: GW5XE
    record creation date: 150820
    record change date: 20250816191640.5
    record identifier: in00004795462
    language of cataloging:
      language term: eng