Discriminant analysis in the presence of interferences: Combined application of target factor analysis and a Bayesian soft-classifier

Analytica Chimica Acta

Volumn 753, Issue , 2012, Pages 19-26

  Rinke, Caitlin N ^a   Williams, Mary R ^a   Brown, Christopher ^a   Baudelet, Matthieu ^a   Richardson, Martin ^a   Sigman, Michael E ^a  

^a UNIVERSITY OF CENTRAL FLORIDA   (United States)

Author keywords

Bayesian classifier; Discriminant analysis; Laser induced breakdown spectroscopy; Target factor analysis

Indexed keywords

ANALYTE CLASS; ANALYTES; BACKGROUND SIGNALS; BAYESIAN CLASSIFIER; BEST MATCH; BULLET HOLES; CONTRIBUTING FACTOR; DATA SETS; LEAST SQUARE; NON-ZERO PROBABILITY; PEARSON CORRELATION COEFFICIENTS; POSTERIOR PROBABILITY; PRINCIPAL FACTORS; SINGLE SAMPLE; SOFT CLASSIFIERS; STAINLESS STEEL PLATE; TARGET FACTOR ANALYSIS;

ATOMIC EMISSION SPECTROSCOPY; CORRELATION METHODS; DISCRIMINANT ANALYSIS; FACTOR ANALYSIS; LASER INDUCED BREAKDOWN SPECTROSCOPY; MULTIVARIANT ANALYSIS; PLATE METAL; PORCELAIN; SUBSTRATES;

PROBABILITY DISTRIBUTIONS;

COPPER; METAL; STAINLESS STEEL; STEEL;

ARTICLE; BAYES THEOREM; BULLET; CHEMICAL COMPOSITION; COPPER JACKETED BULLET TRANSFER; CORRELATION COEFFICIENT; DISCRIMINANT ANALYSIS; DISTRIBUTION VOLUME; FACTORIAL ANALYSIS; ION TRANSPORT; LASER INDUCED BREAKDOWN SPECTROSCOPY; METAL JACKETED BULLET TRANSFER; PORCELAIN; PRIORITY JOURNAL; PROBABILITY; SPECTROSCOPY; TARGET FACTOR ANALYSIS;

EID: 84868193230     PISSN: 00032670     EISSN: 18734324     Source Type: Journal    
DOI: 10.1016/j.aca.2012.09.042     Document Type: Article

References (21)

1. Varmuza K., Filzmoser P. Introduction to Multivariate Statistical Analysis in Chemometrics 2009, CRC Press, Boca Raton, FL, U.S.A.
2. Duda R.O., Hart P.E., Stork D.G. Pattern Classification 2001, Wiley Interscience, New York, NY, U.S.A.
3. Barton M.M., Miskelly G.M. Chem. New Zealand 2006, 70:3-6.
4. Sikirzhytski V., Virkler K., Lednev I.K. Sensors 2010, 10:2869-2884.
5. Campbell G.P., Curran J.M., Miskelly G.M., Coulson S., Yaxley G.M., Grunsky E.C., Cox S.C. Forensic Sci. Int. 2009, 188:81-90.
6. Knauthe B., Steffen S., Barth M., Niewoehner L., Otto M. J. Chemometr. 2008, 22:252-258.
7. Gottfried L., De Lucia F.C., Munson C.A., Miziolek A.W. J. Anal. At. Spectrom. 2008, 23:205-216.
8. Primera-Pedrozo O.M., Pacheco-Londono L.C., De la Torre-Quintana L.F., Hernandez-Rivera S.P., Chamberlain R.T., Lareau R.T. Proc. SPIE 2004, 5403(Pt. 1, Sensors, and Command, Control Communications, and Intelligence (C31) Technologies for Homeland Security and Homeland Defense III):237-245.
9. Nikas J.B., Keene C.D., Low W.C. J. Comp. Neurol. 2010, 518:4091-4112.
10. Sarbu C., Pop H.F., Elekes R.-S., Covaci G. Rev. Chim-Bucharest 2008, 59:1237-1241.
11. Murayama K., Tomida M., Ootake Y., Mizuno T., Ishimaru J.-I. ITE Lett. Batt. New Technol. Med. 2006, 7(2):182-185.
12. Arcenegui V., Guerrero C., Mataix-Solera J., Mataix-Beneyto J., Zornoza R., Morales J., Mayoral A.M. Catena 2008, 74:177-184.
13. Malinowski E.R., Howery D.G. Factor Analysis in Chemistry 1980, John Wiley & Sons, New York, U.S.A.
14. González-Arjona D., Lópéz-Pérez G., González A.G. Talanta 1999, 49:189-197.
15. González-Arjona D., Lópéz-Pérez G., González A.G. Chemometr. Intell. Lab. Syst. 2001, 57:133-137.
16. Bridge C.M., Powell J., Steele K.L., Williams M., MacInnis J.M., Sigman M.E. Appl. Spectrosc. 2006, 60:1181-1187.
17. Bridge C.M., Powell J., Steele K.L., Sigman M.E. Spectrochim. Acta B 2007, 62:1419-1425.
18. Williams M.R., Sigman M.E., Lewis J., McHugh-Pitan K. Forensic Sci. Int. 2012, 222:373-386.
19. Malinowski E.R. Determination of rank by median absolute deviation (DRMAD): a simple method for determining the number of principal factors fresponsible for a data matrix. J. Chemometr. 2009, 29:1-6.
20. Silverman B.W. Density Estimation for Statistics and Data Analysis 1986, Chapman and Hall, New York.
21. Eastman J.R., Laney R.M. Bayesian Soft Classification for Sub-Pixel Analysis: A Critical Evaluation. Photogramm. Eng. Remote Sens. 2002, 68:1149-1154.