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  <titleInfo>
    <nonSort>A </nonSort>
    <title>handbook of time-series analysis, signal processing and dynamics, with DVD</title>
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  <name type="personal">
    <namePart>Pollock, D. S. G.</namePart>
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    <place>
      <placeTerm type="text">San Diego, California</placeTerm>
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    <place>
      <placeTerm type="text">London</placeTerm>
    </place>
    <publisher>Academic</publisher>
    <dateIssued>c1999</dateIssued>
    <dateIssued encoding="marc">1999</dateIssued>
    <issuance>monographic</issuance>
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  <language>
    <languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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  <physicalDescription>
    <form authority="marcform">print</form>
    <extent>xx, 733 pages : illustrtaions ; 25 cm. + 1 computer optical disc (4 3/4 in.)</extent>
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  <tableOfContents>Contents: 1 The methods of time-series analysis -- 2 Elements of polynomial methods -- 3 Rational functions and complex analysis -- 4 Polynomial computations -- 5 Difference equations and differential equations -- 6 Vector difference equations and state-space models -- 7 Matrix computations -- 8 Classical regression analysis -- 9 Recursive least-squares estimation -- 10 Estimation of polynomial trends -- 11 Smoothing with cubic splines -- 12 Unconstrained optimisation -- 13 Fourier series and fourier transform -- 15 The fast fourier transform -- 16 Linear filters -- 17 Autoregressive and moving-average processes -- 18 Time-series analysis in the frequency domain -- 19 Prediction and signal extraction -- 20 Estimation of the mean and the autocovariances -- 21 Least-squares methods of ARMA estimation -- 22 Maximum-likelihood methods of ARMA estimation -- 23 Nonparametric estimation of the spectral density function</tableOfContents>
  <note type="statement of responsibility">D.S.G. Pollock.</note>
  <note>Includes bibliographical references and index.</note>
  <note>Includes compact optical disc in pocket attached to inside back cover.</note>
  <note>English</note>
  <subject authority="lcsh">
    <topic>Time-series analysis</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Signal processing</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Dynamics</topic>
  </subject>
  <classification authority="ddc" edition="21"/>
  <relatedItem type="series">
    <titleInfo>
      <title>Signal processing and its applications</title>
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  <identifier type="isbn">0125609906 [hardbound]</identifier>
  <identifier type="lccn">00702798</identifier>
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