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: Statistical Methods for the Evaluation of Educational Services and Quality of Products
  name:
    name part: Monari, Paola.
    role:
      role term: editor.
  name:
    name part: Bini, Matilde.
    role:
      role term: editor.
  name:
    name part: Piccolo, Domenico.
    role:
      role term: editor.
  name:
    name part: Salmaso, Luigi.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2009
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XV, 243 p. online resource.
  abstract: The book presents statistical methods and models that can usefully support the evaluation of educational services and quality of products. The evaluation of educational services, as well as the analysis of judgments and preferences, poses severe methodological challenges because of the presence of the following aspects: the observational nature of the context, which is associated with the problems of selection bias and presence of nuisance factors; the hierarchical structure of the data (multilevel analysis); the multivariate and qualitative nature of the dependent variable; the presence of non observable factors, e.g. the satisfaction, calling for the use of latent variables models; the simultaneous presence of components of pleasure and components of uncertainty in the explication of the judgments, that asks for the specification and estimation of mixture models. The contributions concern methodological advances developed mostly with reference to specific problems of evaluation using real data sets.
  table of contents: Latent variable models for ordinal data -- Issues on item response theory modelling -- Nonlinearity in the analysis of longitudinal data -- Multilevel models for the evaluation of educational institutions: a review -- Multilevel mixture factor models for the evaluation of educational programs#x2019; effectiveness -- A class of statistical models for evaluating services and performances -- Choices and conjoint analysis: critical aspects and recent developments -- Robust diagnostics in university performance studies -- A novel global performance score with an application to the evaluation of new detergents -- Nonparametric tests for the randomized complete block design with ordered categorical variables -- A permutation test for umbrella alternatives -- Nonparametric methods for measuring concordance between rankings: a case study on the evaluation of professional profiles of municipal directors.
  note: edited by Paola Monari, Matilde Bini, Domenico Piccolo, Luigi Salmaso.
  subject:
    topic: Social sciences
  subject:
    topic: Mathematical models
  subject:
    topic: Probabilities
  subject:
    topic: Assessment
  subject:
    topic: Statistics
  subject:
    topic: Social Sciences
  subject:
    topic: Methodology of the Social Sciences
  subject:
    topic: Mathematical Modeling and Industrial Mathematics
  subject:
    topic: Probability Theory and Stochastic Processes
  subject:
    topic: Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law
  subject:
    topic: Assessment, Testing and Evaluation
  classification: H61-61.95
  classification: 300.1
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Contributions to Statistics
  identifier: 9783790823851
  identifier: http://dx.doi.org/10.1007/978-3-7908-2385-1
  record info:
    record creation date: 100301
    record change date: 20151204172648.0
    record identifier: 978-3-7908-2385-1