Statistic modelling via dimension reduction methods

[1]  R. Tibshirani,et al.  Generalized additive models for medical research , 1986, Statistical methods in medical research.

[2]  Ker-Chau Li,et al.  On almost Linearity of Low Dimensional Projections from High Dimensional Data , 1993 .

[3]  Jianqing Fan,et al.  Local polynomial modelling and its applications , 1994 .

[4]  C. J. Stone,et al.  Additive Regression and Other Nonparametric Models , 1985 .

[5]  Ker-Chau Li.  Sliced inverse regression for dimension reduction (with discussion) , 1991 .

[6]  John W. Tukey,et al.  A Projection Pursuit Algorithm for Exploratory Data Analysis , 1974, IEEE Transactions on Computers.

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

[8]  Jerome H. Friedman.  Multivariate adaptive regression splines (with discussion) , 1991 .

[9]  S. Weisberg,et al.  Comments on "Sliced inverse regression for dimension reduction" by K. C. Li , 1991 .

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

[11]  James R. Schott,et al.  Determining the Dimensionality in Sliced Inverse Regression , 1994 .

[12]  D. W. Scott,et al.  Multivariate Density Estimation, Theory, Practice and Visualization , 1992 .

[13]  A. Samarov.  Exploring Regression Structure Using Nonparametric Functional Estimation , 1993 .

[14]  J. Friedman.  Multivariate adaptive regression splines , 1990 .

[15]  Ker-Chau Li,et al.  On Principal Hessian Directions for Data Visualization and Dimension Reduction: Another Application of Stein's Lemma , 1992 .

[16]  Ker-Chau Li,et al.  Sliced Inverse Regression for Dimension Reduction , 1991 .

[17]  Ker-Chau Li,et al.  Slicing Regression: A Link-Free Regression Method , 1991 .

[18]  J. Friedman,et al.  FLEXIBLE PARSIMONIOUS SMOOTHING AND ADDITIVE MODELING , 1989 .

[19]  W. Härdle,et al.  Optimal Smoothing in Single-index Models , 1993 .

[20]  P. Hall.  On Projection Pursuit Regression , 1989 .

[21]  R. Cook,et al.  Reweighting to Achieve Elliptically Contoured Covariates in Regression , 1994 .

[22]  C. J. Stone,et al.  The Dimensionality Reduction Principle for Generalized Additive Models , 1986 .

[23]  Hung Chen,et al.  ESTIMATION OF A PROJECTION-PURSUIT TYPE REGRESSION MODEL' , 1991 .