Some contributions to sensitivity analysis in multivariate methods 多変量解析の感度分析へのいくつかの貢献

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著者

    • Eduard Castano Tostado エドワルド カスターニョ トスタド

書誌事項

タイトル

Some contributions to sensitivity analysis in multivariate methods

タイトル別名

多変量解析の感度分析へのいくつかの貢献

著者名

Eduard Castano Tostado

著者別名

エドワルド カスターニョ トスタド

学位授与大学

岡山大学

取得学位

学術博士

学位授与番号

甲第954号

学位授与年月日

1991-03-28

注記・抄録

博士論文

目次

  1. CONTENTS / p1 (0004.jp2)
  2. 1.INTRODUCTION / p1 (0006.jp2)
  3. 2.SENSITIVITY ANALYSIS IN CANONICAL CORRELATION MODELS FOR CONTINGENCY TABLES / p5 (0010.jp2)
  4. 2.1 Introduction / p5 (0010.jp2)
  5. 2.2 General procedure / p5 (0010.jp2)
  6. 2.3 Numerical example / p11 (0016.jp2)
  7. 2.4 Relation between rotations and almost equal canonical correlations / p18 (0023.jp2)
  8. 2.5 Discussion / p22 (0027.jp2)
  9. 3.QUADRATIC PERTURBATION EXPANSIONS OF CERTAIN FUNCTIONS OF EIGENVALUES AND EIGENVECTORS AND THEIR APPLICATION TO SENSITIVITY ANALYSIS IN MULTIVARIATE METHODS / p24 (0029.jp2)
  10. 3.1 Introduction / p24 (0029.jp2)
  11. 3.2 Perturbation expansions of eigenvalues and eigenvectors / p25 (0030.jp2)
  12. 3.3 Perturbation expansions of two functions of eigenvalues and eigenvectors / p26 (0031.jp2)
  13. 3.4 Application to sensitivity analysis in multivariate methods / p27 (0032.jp2)
  14. 3.5 Discussion / p39 (0044.jp2)
  15. 4.INFLUENCE BASED ON LINEAR EXPANSIONS:ITS DECOMPOSITION INTO A FINITE NUMBER OF COMPONENTS / p43 (0048.jp2)
  16. 4.1 Introduction / p43 (0048.jp2)
  17. 4.2 Decomposition of the influence function for the covariance matrix / p43 (0048.jp2)
  18. 4.3 Decomposition of influence functions related to multivariate methods / p44 (0049.jp2)
  19. 4.4 Efficient computation of empirical influence curves / p50 (0055.jp2)
  20. 4.5 Characterization of multivariate methods from the sensitivity perspective / p51 (0056.jp2)
  21. 4.6 Numerical study / p52 (0057.jp2)
  22. 4.7 Discussion / p54 (0059.jp2)
  23. 5.SENSITIVITY MEASURES OF INFLUENCE IN MULTIVARIATE METHODS / p57 (0062.jp2)
  24. 5.1 Introduction / p57 (0062.jp2)
  25. 5.2 Sensitivity measures of influence in principal component analysis / p57 (0062.jp2)
  26. 5.3 Sensitivity measures of influence in factor analysis / p60 (0065.jp2)
  27. 5.4 Discussion / p67 (0072.jp2)
  28. APPENDIX I / p69 (0074.jp2)
  29. APPENDIX II / p77 (0082.jp2)
  30. APPENDIX III / p82 (0087.jp2)
  31. BIBLIOGRAPHY / p84 (0089.jp2)
  32. ACKNOWLEDGEMENTS / p88 (0093.jp2)
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各種コード

  • NII論文ID(NAID)
    500000074398
  • NII著者ID(NRID)
    • 8000000074595
  • DOI(NDL)
  • NDL書誌ID
    • 000000238712
  • データ提供元
    • NDL-OPAC
    • NDLデジタルコレクション
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