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Volumn 20, Issue 3-4, 2006, Pages 120-127

Maximum likelihood scaling (MALS)

Author keywords

Filtering; Noise; Omics data; Preprocessing; Scaling

Indexed keywords

MOLECULAR BIOLOGY; MULTIVARIANT ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; SIGNAL TO NOISE RATIO;

EID: 34247204853     PISSN: 08869383     EISSN: 1099128X     Source Type: Journal    
DOI: 10.1002/cem.996     Document Type: Article
Times cited : (12)

References (14)
  • 1
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    • Centering and scaling in component analysis
    • Bro R, Smilde AK. Centering and scaling in component analysis. J. Chemom. 2003; 17: 16.
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    • Bro, R.1    Smilde, A.K.2
  • 2
    • 85153539476 scopus 로고    scopus 로고
    • van den Berg RA, Hoefsloot HCJ, Westerhuis JA, Smilde AK, van der Werf MJ. Centering, scaling, and transformations: improving the biological information content of metabolomics data. BMC Genomics 2006.
    • van den Berg RA, Hoefsloot HCJ, Westerhuis JA, Smilde AK, van der Werf MJ. Centering, scaling, and transformations: improving the biological information content of metabolomics data. BMC Genomics 2006.
  • 4
    • 0002790345 scopus 로고
    • Preprocessing of analytical profiles in the presence of homoscedastic or heteroscedastic noise
    • Kvalheim OM, Brakstad F, Liang YZ. Preprocessing of analytical profiles in the presence of homoscedastic or heteroscedastic noise. Anal. Chem. 1994; 66: 43.
    • (1994) Anal. Chem , vol.66 , pp. 43
    • Kvalheim, O.M.1    Brakstad, F.2    Liang, Y.Z.3
  • 5
    • 0031517826 scopus 로고    scopus 로고
    • Weighted least squares fitting using ordinary least squares algorithms
    • Kiers HAL. Weighted least squares fitting using ordinary least squares algorithms. Psychometrika 1997; 62: 251.
    • (1997) Psychometrika , vol.62 , pp. 251
    • Kiers, H.A.L.1
  • 7
    • 0036684326 scopus 로고    scopus 로고
    • Maximum likelihood fitting using ordinary least squares algorithms
    • Bro R, Sidiropoulos ND, Smilde AK. Maximum likelihood fitting using ordinary least squares algorithms. J. Chemom. 2002; 16(8-10): 387-400.
    • (2002) J. Chemom , vol.16 , Issue.8-10 , pp. 387-400
    • Bro, R.1    Sidiropoulos, N.D.2    Smilde, A.K.3
  • 11
    • 85153555179 scopus 로고    scopus 로고
    • An adapted version of the element-wise weighted total least squares method for applocations in chemometrics
    • in press
    • Schuermans M, Markovskya I, Van Huffel S. An adapted version of the element-wise weighted total least squares method for applocations in chemometrics. Chemom. Intel ligent Lab. Syst. 2006 (in press).
    • (2006) Chemom. Intel ligent Lab. Syst
    • Schuermans, M.1    Markovskya, I.2    Van Huffel, S.3
  • 13
    • 30744445438 scopus 로고    scopus 로고
    • Multivariate analysis of microarray data by principal component discriminant analysis: Prioritizing relevant transcripts linked to the degradation of different carbohydrates in Pseudomonas putida S12
    • van der Werf MJ, Pieterse B, van Luijk N, Schuren F, van der Werff-van der Vat B, Overkamp K, Jellema RH. Multivariate analysis of microarray data by principal component discriminant analysis: prioritizing relevant transcripts linked to the degradation of different carbohydrates in Pseudomonas putida S12. Microbiology 2006; (152): 257-272.
    • (2006) Microbiology , vol.152 , pp. 257-272
    • van der Werf, M.J.1    Pieterse, B.2    van Luijk, N.3    Schuren, F.4    van der Werff-van der Vat, B.5    Overkamp, K.6    Jellema, R.H.7
  • 14
    • 20444454132 scopus 로고    scopus 로고
    • Preprocessing and exploratory analysis of chromatographic profiles of plant extracts
    • Hendriks MMWB, Cruz-Juarez L, De Bont D, Hall RD. Preprocessing and exploratory analysis of chromatographic profiles of plant extracts. Anal. Chim. Acta 2005: 545(1): 53-64.
    • (2005) Anal. Chim. Acta , vol.545 , Issue.1 , pp. 53-64
    • Hendriks, M.M.W.B.1    Cruz-Juarez, L.2    De Bont, D.3    Hall, R.D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.