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: Multivariate Statistical Quality Control Using R
  name:
    name part: Santos-Fernández, Edgar.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxu
    date issued: 2013
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: X, 127 p. 55 illus., 28 illus. in color. online resource.
  abstract: The intensive use of automatic data acquisition system and the use of cloud computing for process monitoring have led to an increased occurrence of industrial processes that utilize statistical process control and capability analysis. These analyses are performed almost exclusively with multivariate methodologies. The aim of this Brief is to present the most important MSQC techniques developed in R language. The book is divided into two parts. The first part contains the basic R elements, an introduction to statistical procedures, and the main aspects related to Statistical Quality Control (SQC). The second part covers the construction of multivariate control charts, the calculation of Multivariate Capability Indices. .
  table of contents: An introduction to R -- Basic Statistical and SQC Procedures -- Multivariate Control Charts -- Multivariate Process Capability -- Multivariate tools of support for MSQC -- Appendix -- Index -- Problem -- Solutions.
  note: by Edgar Santos-Fernández.
  subject:
    topic: Statistics
  subject:
    topic: Mathematical optimization
  subject:
    topic: Statistics
  subject:
    topic: Statistics and Computing/Statistics Programs
  subject:
    topic: Statistics, general
  subject:
    topic: Discrete Optimization
  classification: QA276-280
  classification: 519.5
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: SpringerBriefs in Statistics, 14
  identifier: 9781461454533
  identifier: http://dx.doi.org/10.1007/978-1-4614-5453-3
  record info:
    record creation date: 120922
    record change date: 20151204143425.0
    record identifier: 978-1-4614-5453-3