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  <titleInfo>
    <title>Practical statistics for data scientists</title>
    <subTitle>50 essential concepts</subTitle>
  </titleInfo>
  <name type="personal">
    <namePart>Bruce, Peter C.</namePart>
    <namePart type="date">1953-</namePart>
    <role>
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  <name type="personal">
    <namePart>Bruce, Andrew</namePart>
    <namePart type="date">1958-</namePart>
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  <originInfo>
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    <dateIssued encoding="marc">2017</dateIssued>
    <edition>First edition.</edition>
    <issuance>monographic</issuance>
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  <language>
    <languageTerm authority="iso639-2b" type="code">eng</languageTerm>
  </language>
  <physicalDescription>
    <form authority="marcform">print</form>
    <extent>563 pages : illustrations ; 24 cm</extent>
  </physicalDescription>
  <tableOfContents>Exploratory data analysis -- Data and sampling distributions -- Statistical experiments and significance testing -- Regression and prediction -- Classification -- Statistical machine learning -- Unsupervised learning.</tableOfContents>
  <note type="statement of responsibility">Peter Bruce and Andrew Bruce.</note>
  <note>Includes bibliographical references (pages 285-286) and index.</note>
  <subject authority="lcsh">
    <topic>Mathematical analysis</topic>
    <topic>Statistical methods</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Quantitative research</topic>
    <topic>Statistical methods</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Big data</topic>
    <topic>Mathematics</topic>
  </subject>
  <subject authority="">
    <topic>Data Mining</topic>
  </subject>
  <subject authority="gnd">
    <topic>Datenanalyse</topic>
  </subject>
  <subject authority="gnd">
    <topic>Statistik</topic>
  </subject>
  <classification authority="lcc">QA276.4 .B78 2017</classification>
  <classification authority="ddc" edition="23">001.4 BRU</classification>
  <identifier type="isbn">9781491952962</identifier>
  <identifier type="isbn">1491952962</identifier>
  <identifier type="lccn">2017302988</identifier>
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    <recordIdentifier source="OSt">20182357</recordIdentifier>
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