Locally weighted regression and scatter correction for near-infrared reflectance data

[1]  John A. Nelder,et al.  A Simplex Method for Function Minimization , 1965, Comput. J..

[2]  Tormod Næs,et al.  Multivariate Calibration When the Error Covariance Matrix Is Structured , 1985 .

[3]  T. Næs,et al.  The Effect of Multiplicative Scatter Correction (MSC) and Linearity Improvement in NIR Spectroscopy , 1988 .

[4]  P. Geladi,et al.  Linearization and Scatter-Correction for Near-Infrared Reflectance Spectra of Meat , 1985 .

[5]  Richard I. Shrager,et al.  Titration of individual components in a mixture with resolution of difference spectra, pKs, and redox transitions , 1982 .

[6]  E. A. Sylvestre,et al.  Self Modeling Curve Resolution , 1971 .

[7]  Bruce R. Kowalski,et al.  Multicomponent quantitative analysis using second-order nonbilinear data: theory and simulations , 1989 .

[8]  J. Friedman,et al.  Projection Pursuit Regression , 1981 .

[9]  R. Snee.  Cooperation between University and Industry Statisticians , 1984 .

[10]  C. L. Mallows.  Some comments on C_p , 1973 .

[11]  J. Friedman,et al.  Estimating Optimal Transformations for Multiple Regression and Correlation. , 1985 .

[12]  Arthur E. Hoerl,et al.  Practical Use of Ridge Regression: A Challenge Met , 1985 .

[13]  S. Wold.  Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models , 1978 .

[14]  S Kawata,et al.  Estimation of component spectral curves from unknown mixture spectra. , 1984, Applied optics.

[15]  T. Næs,et al.  Principal component regression in NIR analysis: Viewpoints, background details and selection of components , 1988 .

[16]  Bruce R. Kowalski,et al.  An extension of the multivariate component-resolution method to three components , 1985 .

[17]  W. Cleveland,et al.  Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting , 1988 .

[18]  N. Ohta,et al.  Estimating absorption bands of component dyes by means of principal component analysis , 1973 .

[19]  D. Bertrand,et al.  A New Mathematical Procedure for NIR Analysis: The Lattice Technique. Application to the Prediction of Sugar Content of Apples , 1989 .

[20]  James W. McNicol,et al.  The Use of Principal Components in the Analysis of Near-Infrared Spectra , 1985 .

[21]  J. Futrell,et al.  Separation of mass spectra of mixtures by factor analysis , 1979 .

[22]  G. Kateman,et al.  Multicomponent self-modelling curve resolution in high-performance liquid chromatography by iterative target transformation analysis , 1985 .

[23]  Isiah M. Warner,et al.  Design considerations for a two-dimensional rapid scanning fluorimeter , 1979 .

[24]  W. F. McClure,et al.  Fourier Analysis Enhances NIR Diffuse Reflectance Spectroscopy , 1984 .

[25]  Paul J. Gemperline,et al.  Target transformation factor analysis with linear inequality constraints applied to spectroscopic-chromatographic data , 1986 .

[26]  A. Meister.  Estimation of component spectra by the principal components method , 1984 .

[27]  Edmund R. Malinowski,et al.  Obtaining the key set of typical vectors by factor analysis and subsequent isolation of component spectra , 1982 .

[28]  Odd S. Borgen,et al.  The multivariate N-Component resolution problem with minimum assumptions , 1986 .