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: Analysis of microarray gene expression data
  name:
    name part: Lee, Mei-Ling Ting.
    role:
      role term: creator
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: mau
    date issued: 2004
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: print
    extent: xvi, 371 pages : illustrations (some color) ; 25 cm.
  table of contents: Genome probing using microarrays -- Introduction -- DNA, RNA, proteins, and gene expression -- Microarray technology -- Inherent variability in array data -- Background noise -- Transformation and normalization -- Missing values in array data saturated intensity readings -- Statistical models and analysis -- Experimental design -- Anova models for microarray data -- Multiple testing in microarray studies -- Permutation tests in microarray data -- Bayesian methods for microarray data -- Power and sample size considerations -- Unsupervised exploratory analysis -- Cluster analysis -- Principal components and singular value decomposition -- Self-organizing maps -- Supervised learning methods -- Discrimination and classification -- Artificial neural networks -- Support vector machines
  note: Mei-Ling Ting Lee.
  note: Includes bibliographical references (pages [351]-365) and indexes.
  subject:
    topic: Oligonucleotide Array Sequence Analysis
  subject:
    topic: Gene Expression Profiling
  classification: QP624.5.D726 L44 2004
  classification: 572.8/636
  classification: QH 450.2 L479a 2004
  identifier: 0792370872 (HB)
  identifier: 1402077890 (PB)
  identifier: 1402077882 (E-book)
  identifier: 2004041531
  record info:
    record content source: DLC
    record creation date: 040115
    record change date: 20191203131215.0
    record identifier: in00004498974