Outlier Detection in Multivariate Analytical Chemical Data

Analytical Chemistry

Volumn 70, Issue 11, 1998, Pages 2372-2379

  Egan, William J ^a   Morgan, Stephen L ^a  

^a UNIVERSITY OF SOUTH CAROLINA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0001268633     PISSN: 00032700     EISSN: None     Source Type: Journal    
DOI: 10.1021/ac970763d     Document Type: Article

References (51)

1. Miller, J. N. Analyst 1993, 118, 455-461.
2. Dixon, W. J. Ann. Math. Stat. 1950, 21, 488-506.
3. Rorabacher, D. B. Anal. Chem. 1991, 63, 139-146.
4. Barnett, V.; Lewis, T. Outliers in Statistical Data, 3rd ed.; John Wiley & Sons: New York, 1994; p 7.
5. Mark, H.; Tunnell, D. Anal. Chem. 1985, 57, 1449-1456.
6. Shak, N. K.; Gemperline, P. J. Anal. Chem. 1990, 62, 465-470.
7. Gemperline, P. J.; Boyer, N. R. Anal. Chem. 1995, 67, 160-166.
8. Hoaglin, D. C.; Welsch, R. E. Am. Stat. 1978, 32, 17-22.
9. Rousseeuw, P. J.; Leroy, A. M. Robust Regression and Outlier Detection; John Wiley & Sons: New York, 1987.
10. Rousseeuw, P. J.; van Zomeran, B. C. J. Am. Stat. Assoc. 1990, 85, 633-639.
11. Rousseeuw, P. J. J. Chemom. 1991, 5, 1-20.
12. Iglewicz, B.; Hoaglin, D. C. How to Detect and Handle Outliers; Quality Press: Milwaukee, WI, 1993.
13. Rousseeuw, P. J. J. Am. Stat. Assoc. 1984, 79, 871-880.
14. Massart, D. L.; Kaufman, L.; Rousseeuw, P. J.; Leroy, A. Anal. Chim. Acta 1986, 187, 171-179.
15. Fung, W. J. Am. Stat. Assoc. 1993, 88, 515-519.
16. Yuzhu, H.; Smeyers-Berbeke, J.; Massart, D. L. Chemom. Intell. Lab. Syst. 1990, 9, 31-44.
17. Hettmansperger, T. P.; Sheather, S. J. Am. Stat. 1992, 46, 79-83.
18. Atkinson, A. C. Biometrika 1986, 73, 533-541.
19. Mardia, K. V.; Kent, J. T.; Bibby, J. M. Multivariate Analysis; Academic Press: Ltd.: London, 1979.
20. Jolliffe, I. T. Principal Component Analysis; Springer-Verlag: New York, 1986.
21. Press: W. H.; Flannery, B. P.; Teukolsky, S. A.; Vetterling, W. T. Numerical Recipes: The Art of Scientific Computing; Cambridge University Press: Cambridge, U.K., 1986; pp 52-63.
22. Mertens, B.; Thompson, M.; Fearn, T. Analyst 1994, 119, 2777-2784.
23. Gnanadesikan, R.; Kettenring, J. R. Biometrics 1972, 28, 81-124.
24. Hocking, R. R. Technometrics 1984, 26, 321-323.
25. Naes, T. Chemom. Intell. Lab. Syst. 1989, 5, 155-168.
26. Hampel, F. R. Ann. Math. Stat. 1971, 42, 1887-1896.
27. Campbell, N. A. Appl. Stat. 1980, 29, 231-237.
28. Maronna, R. A. Ann. Stat. 1976, 4, 51-67.
29. Hoaglin, D. C., Mosteller, F., Tukey, J. W., Eds. Understanding Robust and Exploratory Data Analysis; John Wiley & Sons: New York, 1983.
30. Singh, A. In Multivariate Environmental Statistics; Patil, G. P., Rao, C. R., Eds.; North-Holland: Amsterdam, 1993; Chapter 22.
31. Singh, A; Nocerino, J. M. In The Handbook of Environmental Chemistry; Einax, J., Ed.; Springer: New York, 1995; Vol. 2, part G, pp 229-277.
32. Singh, A. Chemom. Intell. Lab. Syst. 1996, 33, 75-100.
33. Devlin, S. J.; Gnanadesikan, R.; Kettenring, J. R. J. Am. Stat. Assoc. 1981, 76, 354-362.
34. Walczak, B.; Massart, D. L. Chemom. Intell. Lab. Syst. 1995, 27, 41-54.
35. Donoho, D. L.; Gasko, M. Ann. Stat. 1992, 20, 1803-1827.
36. Vankeerberghen, P.; Smeyers-Verbeke, J.; Leardi, R.; Karr, C. L.; Massart, D. L. Chemom. Intell. Lab. Syst. 1995, 28, 73-87.
37. Walczak, B. Chemom. Intell. Lab. Syst. 1995, 28, 259-272.
38. Walczak, B. Chemom. Intell. Lab. Syst. 1995, 29, 63-73.
39. Ammon, L. P. J. Am. Stat. Assoc. 1993, 88, 505-514.
40. Xie, Y.; Wang, J.; Liang, Y.; Sun, L.; Song, X.; Yu, R. J. Chemom. 1993, 7, 527-541.
41. Hove, H.; Liang, Y.; Kvalheim, O. M. Chemom. Intell. Lab. Syst. 1995, 27, 33-40.
42. Rousseeuw, P. J. In Proceedings of the 4th Pannonian Symposium on Mathematics and Statistics; Grossman, W., Pflug, G., Vincze, I., Wertz, W., Eds.; D. Reidel Publishing Co.: Dordrecht, The Netherlands, 1983; pp 283-297.
43. Woodruff, D. L.; Rocke, D. M. J. Am. Stat. Assoc. 1994, 89, 888-896.
44. Rocke, D. M.; Woodruff, D. L. J. Am. Stat. Assoc. 1996, 91, 1047-1061.
45. Atkinson, A. C. J. Am. Stat. Assoc. 1994, 89, 1329-1339.
46. Cho, J.; Gemperline, P. J. J. Chemom. 1995, 9, 169-178.
47. Liang, L.; Kvalheim, O. M. Chemom. Intell. Lab. Syst. 1996, 32, 1-10.
48. Hawkins, D. M.; Bradu, D.; Kass, G. V. Technometrics 1984, 26, 197-208.
49. Efron, B.; Tibshirani, R. J. An Introduction to the Bootstrap; Chapman & Hall: New York, 1993.
50. Draper, N.; Smith, H. Applied Regression Analysis; John Wiley & Sons: New York, 1966; p. 227.
51. Cornell, J. A. Experiments with Mixtures: Designs, Models, and the Analysis of Mixture Data; John Wiley & Sons: New York, 1990.