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Chemometrische Datenanalyse

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Part of the book series: Analytiker-Taschenbuch ((ANALYTIKERTB,volume 19))

Zusammenfassung

Das Ziel der chemometrischen Datenanalyse ist die Untersuchung von Strukturen in analytischen Daten, insbesondere die Klassifizierung von Untersuchungsobjekten und die quantitative Erfassung von Zusammenhängen mittels beschreibender Modelle. Aus analytischen Daten sollen relevante, nichttriviale Aussagen erhalten werden. Eine Voraussetzung hierfür ist die geeignete Planung und Optimierung der Experimente bzw. Messungen.

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Literatur

  1. Wüst E, Rudnik L (1994) in: Analytiker Taschenbuch (Eds. Borsdorf R et al.) Bd 12:241, Springer Verlag, Berlin

    Google Scholar 

  2. Günzler H et al. (Eds) (1996) Statistische Methoden. Highlights aus dem Analytiker-Taschenbuch, Springer, Berlin

    Google Scholar 

  3. Massart DL, Vandeginste, BGM, Deming SN, Michotte Y, Kaufman L (1987) Chemometrics: a textbook, Elsevier, Amsterdam

    Google Scholar 

  4. Otto M (1997) Chemometrie: Statistik und Computereinsatz in der Analytik, VCH, Weinheim

    Google Scholar 

  5. Brereton RG (1990) Chemometrics. Application of mathematics and statistics to laboratory systems, Ellis Horwood, Chichester

    Google Scholar 

  6. Geladi P (1989) Chemom Intell Lab Syst 7:11

    Article  CAS  Google Scholar 

  7. Hartung J, Elpelt B (1993) Statistik, 9. Auflage, Oldenbourg Verlag, München 1993, S. 825ff

    Google Scholar 

  8. Weihs C (1992) J Chemometrics 7, 305

    Article  Google Scholar 

  9. Danzer K (1989) Fresenius Z Anal Chem 355, 869

    Article  Google Scholar 

  10. Sun LX, Danzer K, Thiel G (1997) Fresenius J Anal Chem 359:143

    Article  CAS  Google Scholar 

  11. Geladi P, MacDougall D, Martens H (1985) Applied Spectroscopy 39:491

    Article  Google Scholar 

  12. Johannsson E (1984) Anal Chem 56:1685

    Article  Google Scholar 

  13. Karstang TV (1992) Chemom Intell Lab Syst 14:165

    Article  CAS  Google Scholar 

  14. Backhaus K, Erichson B, Plinke W, Weiber R (1996) Multivariate Analysemethoden, 8. Auflage, Springer Verlag, Berlin

    Google Scholar 

  15. Hartung J, Elpelt B (1995) Multivariate Statistik, Oldenbourg Verlag, München

    Google Scholar 

  16. Wernecke KD (1995) Angewandte Statistik für die Praxis, Addison-Wesley, Bonn

    Google Scholar 

  17. Zupan J, Gasteiger J (1993) Neural Networks for Chemists, An Introduction, Weinheim

    Google Scholar 

  18. Einax JW, Zwanziger HW, Geiß S (1997) Chemometrics in Environmental Analysis, VCH, Weinheim

    Book  Google Scholar 

  19. Stone M (1974) J Roy Stat Soc 36(B):111

    Google Scholar 

  20. Frank IE (1989) Chemom Intell Lab Syst 5:247

    Article  CAS  Google Scholar 

  21. Derde MP, Buydens LMC, Massart DL, Hopke PK (1987) Anal Chem 59:1868

    Article  CAS  Google Scholar 

  22. De Monchy AR, Forster AR, Arretteig JR, Le L, Deming SN (1988) Anal Chem 60:1361 A

    Article  Google Scholar 

  23. De Jong S (1991) Mikrochim Acta Wien 11:93

    Article  Google Scholar 

  24. Brandt J, Hitzmann B (1993) Chem Ing Tech 65:947

    Article  Google Scholar 

  25. Danzer K, Wank U, Wienke D (1991) Chemom Intell Lab Syst 12:69

    Article  CAS  Google Scholar 

  26. Kaufmann A (1996) Mitt Gebiete Lebensm Hyg 97:604

    Google Scholar 

  27. Aruga R, Mirti P, Casoli A (1993) Anal Chim Acta 276:197

    Article  CAS  Google Scholar 

  28. Penninckx W, Smeyers-Verbeke J, Vankeerberghen P, Massart DL (1996) Anal Chem 68:481

    Article  CAS  Google Scholar 

  29. Wienke D, van den Broek W, Meissen W, Buydens L, Feldhoff R, Huth-Fehre T, Kantimm T, Quick L, Winter F, Cammann K (1996) Anal Chim Acta 317:1

    Article  Google Scholar 

  30. Kraus G, Gauglitz G (1995) Chemom Intell Lab Syst 30:211

    Article  CAS  Google Scholar 

  31. Martens H, Naes T (1989) Multivariate Calibration. Wiley, Chichester

    Google Scholar 

  32. Danzer K (1990) Fresenius J Anal Chem 337:794

    Article  CAS  Google Scholar 

  33. Fischbacher C, Jagemann KU, Danzer K, Müller UA, Papenkordt L, Schüler J (1997) Fresenius J Anal Chem 359:78

    Article  CAS  Google Scholar 

  34. Brown CW, Lynch PF, Obremski RJ, Lavery DS (1982) Anal Chem 54:1472

    Article  CAS  Google Scholar 

  35. Naes T, Martens H (1988) J Chemometrics 2:155

    Article  CAS  Google Scholar 

  36. Haaland DM, Thomas EV (1988) Anal Chem 60:1193

    Article  CAS  Google Scholar 

  37. Thomas EV, Haaland DM (1990) Anal Chem 62:1091

    Article  CAS  Google Scholar 

  38. Höskuldsson A (1988) J Chemometrics 2:211

    Article  Google Scholar 

  39. Haaland DM, Thomas EV (1988) Anal Chem 60:1193

    Article  CAS  Google Scholar 

  40. Hwang JD, Winefordner JD (1988) Progr Analyt Spectrosc 11:209

    CAS  Google Scholar 

  41. Wienke D, Kateman G (1992) Fresenius J Anal Chem 343:797

    Article  CAS  Google Scholar 

  42. Venth K, Danzer K, Kundermann G, Blaufuß KH (1996) Fresenius J Anal Chem 354:811

    CAS  Google Scholar 

  43. Walmsley AD, Haswell SJ, Metcalfe E (1991) Anal Chim Acta 250:257

    Article  CAS  Google Scholar 

  44. Rusling JF, Kumosinski TF (1996) Nonlinear computer modelling of chemical and biochemical data, Academic Press, San Diego, CA

    Google Scholar 

  45. Bandemer H, Bellmann A (1994) Statistische Versuchsplanung, 4. Auflage, Teubner, Stuttgart.

    Google Scholar 

  46. Deming, SN, Morgan, SL (1993) Experimental design: A chemometric approach, 2nd ed., Elsevier Science Publishers BV, Amsterdam

    Google Scholar 

  47. GA Milliken, DE Johnson (1984) Analysis of messy data Vol I Designed Experiments, Van Nostrand Reinhold Co, New York, NY

    Google Scholar 

  48. DeBeer JO, DeSpiegeleer BM, Hoogmartens J, Samson I, Massart DL, Moors M (1992) Analyst 117:933

    Article  Google Scholar 

  49. Liebich V, Ehrlich G, Herrmann U, Siegert L, Kluge W (1992) Fresenius J Anal Chem 343:251

    Article  CAS  Google Scholar 

  50. Danzer K, Doerffel K, Ehrhardt H, Geißler M, Ehrlich G, Gadow P (1979) Anal Chim Acta 105:1

    Article  CAS  Google Scholar 

  51. Einax J, Machelett B, Geiß S, Danzer K (1992) Fresenius J Anal Chem 342:267

    Article  CAS  Google Scholar 

  52. Neider JA, Mead A (1965) Comput J 7:308

    Google Scholar 

  53. Goldberg, DE (1989) Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley, NewYork, NY

    Google Scholar 

  54. Schönburg E, Heinzmann F, Feddersen S (1994) Genetische Algorithmen und Evolutionsstrategien, Addison-Wesley, Bonn

    Google Scholar 

  55. Kalivas JH (1992) Chemom Intell Lab Syst 15:1

    Article  CAS  Google Scholar 

  56. Ebdon L, Carpenter RC (1987) Anal Chim Acta 200:551

    Article  CAS  Google Scholar 

  57. Deming SN, Morgan SL (1973) Anal Chem 45:278A

    Google Scholar 

  58. Pergantis SA, Cullen WR, Wade AP (1994) Talanta 41:205

    Article  CAS  Google Scholar 

  59. Berridge JC (1989) Chemom Intell Lab Syst 5:195

    Article  CAS  Google Scholar 

  60. Trevelin WR, Vidal LH, Landgraf MD, Silva ICE, Rezende MO (1992) Anal Chim Acta 268:67

    Article  CAS  Google Scholar 

  61. Betteridge D, Taylor AF, Wade AP (1984) Anal Proc 21:373

    CAS  Google Scholar 

  62. Wienke D, Danzer K (1992) Fresenius J Anal Chem 342:1

    Article  CAS  Google Scholar 

  63. Deming SN (1991) J Chromatogr 550:15

    Article  CAS  Google Scholar 

  64. Bromba MU, Ziegler H (1981) Anal Chem 53:1583

    Article  CAS  Google Scholar 

  65. Von Grünen DC (1993) Digitale Signalverabeitung, VDE-Verlag, Berlin

    Google Scholar 

  66. Nikolov SG, Hutter H, Grasserbauer M (1996) Chemom Intell Lab Syst 34:263

    Article  CAS  Google Scholar 

  67. McDonald RS, Wilks PA jr (1988) Appl Spectrosc 42:151

    Article  CAS  Google Scholar 

  68. Lampen P, Hillig H, Davies AN, Linscheid M (1994) Appl Spectrosc 48:1545

    Article  CAS  Google Scholar 

  69. Wienke D, Wank U, Wagner M, Danzer K (1991) in: Gmehling (Ed) Software Development in Chemistry 5, S. 113

    Google Scholar 

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© 1998 Springer-Verlag Berlin Heidelberg

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Fischbacher, C. (1998). Chemometrische Datenanalyse. In: Günzler, H., et al. Analytiker-Taschenbuch. Analytiker-Taschenbuch, vol 19. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-72167-0_1

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  • DOI: https://doi.org/10.1007/978-3-642-72167-0_1

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