Partial least squares regression and projection on latent structure regression (PLS Regression)
暂无分享,去创建一个
[1] J. Tukey,et al. Multiple-Factor Analysis , 1947 .
[2] M. H. Quenouille. NOTES ON BIAS IN ESTIMATION , 1956 .
[3] N. L. Johnson,et al. Multivariate Analysis , 1958, Nature.
[4] Ledyard R Tucker,et al. Determination of parameters of a functional relation by factor analysis , 1958 .
[5] R. C. Durfee,et al. MULTIPLE FACTOR ANALYSIS. , 1967 .
[6] Jean-Pierre Antoine,et al. Functional Integration , 1980, Springer US.
[7] W. Hays. Applied Regression Analysis. 2nd ed. , 1981 .
[8] G. Grisetti,et al. Further Reading , 1984, IEEE Spectrum.
[9] B. Efron,et al. The Jackknife: The Bootstrap and Other Resampling Plans. , 1983 .
[10] R. Gittins,et al. Canonical Analysis: A Review with Applications in Ecology , 1985 .
[11] B. Efron. The jackknife, the bootstrap, and other resampling plans , 1987 .
[12] A. Höskuldsson. PLS regression methods , 1988 .
[13] C. Fornell,et al. The cooperative venture formation process: a latent variable structural modeling approach , 1990 .
[14] J. Graham,et al. An Empirical Comparison of Soviet and American Business Negotiations , 1992 .
[15] I. Wakeling,et al. A test of significance for partial least squares regression , 1993 .
[16] S. Wold,et al. A PLS kernel algorithm for data sets with many variables and fewer objects. Part 1: Theory and algorithm , 1994 .
[17] P. Garthwaite. An Interpretation of Partial Least Squares , 1994 .
[18] D. Signorini,et al. Neural networks , 1995, The Lancet.
[19] Alison J. Burnham,et al. Frameworks for latent variable multivariate regression , 1996 .
[20] J. V. Haxby,et al. Spatial Pattern Analysis of Functional Brain Images Using Partial Least Squares , 1996, NeuroImage.
[21] A. Phatak,et al. The geometry of partial least squares , 1997 .
[22] K J Worsley,et al. An overview and some new developments in the statistical analysis of PET and fMRI data , 1997, Human brain mapping.
[23] Karl J. Friston,et al. Human Brain Function , 1997 .
[24] N. Draper,et al. Applied Regression Analysis: Draper/Applied Regression Analysis , 1998 .
[25] Sijmen de Jong,et al. The objective function of partial least squares regression , 1998 .
[26] John Hulland,et al. Use of partial least squares (PLS) in strategic management research: a review of four recent studies , 1999 .
[27] Richard F. Gunst,et al. Applied Regression Analysis , 1999, Technometrics.
[28] Arthur E. Hoerl,et al. Ridge Regression: Biased Estimation for Nonorthogonal Problems , 2000, Technometrics.
[29] A. E. Hoerl,et al. Ridge regression: biased estimation for nonorthogonal problems , 2000 .
[30] N. Smelser,et al. International Encyclopedia of the Social and Behavioral Sciences , 2001 .
[31] Svante Wold,et al. Personal memories of the early PLS development , 2001 .
[32] Hervé Abdi,et al. Linear Algebra for Neural Networks , 2001 .
[33] Michel Tenenhaus,et al. Multiple factor analysis combined with PLS path modelling. Application to the analysis of relationships between physicochemical variables, sensory profiles and hedonic judgements , 2001 .
[34] Agnar Höskuldsson,et al. Weighing schemes in multivariate data analysis , 2001 .
[35] Fred L. Bookstein,et al. Corpus Callosum Shape and Neuropsychological Deficits in Adult Males with Heavy Fetal Alcohol Exposure , 2002, NeuroImage.
[36] I. Jolliffe. Principal Component Analysis , 2002 .
[37] Charles K. Bayne,et al. Multivariate Analysis of Quality: An Introduction , 2002, Technometrics.
[38] Jean-Baptiste Poline,et al. Multivariate Model Specification for fMRI Data , 2002, NeuroImage.
[39] Anthony Randal McIntosh,et al. Partial least squares analysis of neuroimaging data: applications and advances , 2004, NeuroImage.
[40] Roman Rosipal,et al. Overview and Recent Advances in Partial Least Squares , 2005, SLSFS.
[41] H. Abdi. Discriminant Correspondence Analysis , 2006 .
[42] Hervé Abdi,et al. Singular Value Decomposition ( SVD ) and Generalized Singular Value Decomposition ( GSVD ) , 2006 .
[43] Neil Salkind. Encyclopedia of Measurement and Statistics , 2006 .
[44] M. Forina,et al. Multivariate calibration. , 2007, Journal of chromatography. A.
[45] H. Abdi. The RV coefficient and the congruence coefficient , 2007 .
[46] M. Kenward,et al. An Introduction to the Bootstrap , 2007 .
[47] Natasa Kovacevic,et al. Groupwise independent component decomposition of EEG data and partial least square analysis , 2007, NeuroImage.
[48] Gereon R. Fink,et al. fMRI Data Predict Individual Differences of Behavioral Effects of Nicotine: A Partial Least Square Analysis , 2007, Journal of Cognitive Neuroscience.
[49] Sophie Achard. The Statistical Analysis of Functional MRI Data , 2008 .
[50] Hervé Abdi,et al. Diffusion tensor tractography of traumatic diffuse axonal injury. , 2008, Archives of neurology.
[51] Theo K. Dijkstra,et al. Handbook of partial least squares. Concepts, methods and applications in marketing and related fields , 2008 .
[52] Agnar Höskuldsson,et al. Modelling procedures for directed network of data blocks , 2009 .
[53] Heng Tao Shen,et al. Principal Component Analysis , 2009, Encyclopedia of Biometrics.
[54] Trevor S. Smart,et al. The Statistical Analysis of Functional MRI Data , 2010 .