LASSO-Patternsearch Algorithm with Application to Ophthalmology Data
暂无分享,去创建一个
Stephen J. Wright | Barbara E. K. Klein | Ronald Klein | Weiliang Shi | Grace Wahba | Kristine E. Lee | G. Wahba | R. Klein | B. Klein | Weiliang Shi | Kristine E. Lee | R. Klein
[1] G. Wahba,et al. A completely automatic french curve: fitting spline functions by cross validation , 1975 .
[2] Peter Craven,et al. Smoothing noisy data with spline functions , 1978 .
[3] D. Bertsekas. Projected Newton methods for optimization problems with simple constraints , 1981, CDC 1981.
[4] Dimitri P. Bertsekas,et al. Constrained Optimization and Lagrange Multiplier Methods , 1982 .
[5] Leo Breiman,et al. Classification and Regression Trees , 1984 .
[6] Ker-Chau Li,et al. Asymptotic optimality of CL and generalized cross-validation in ridge regression with application to spline smoothing , 1986 .
[7] R. Klein,et al. The Beaver Dam Eye Study: visual acuity. , 1991, Ophthalmology.
[8] R. Klein,et al. Are sex hormones associated with age-related maculopathy in women? The Beaver Dam Eye Study. , 1994, Transactions of the American Ophthalmological Society.
[9] R. Klein,et al. Alcohol use and age-related maculopathy in the Beaver Dam Eye Study. , 1995, American journal of ophthalmology.
[10] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[11] G. Wahba,et al. A GENERALIZED APPROXIMATE CROSS VALIDATION FOR SMOOTHING SPLINES WITH NON-GAUSSIAN DATA , 1996 .
[12] R. Klein,et al. The relation of cardiovascular disease and its risk factors to the 5-year incidence of age-related maculopathy: the Beaver Dam Eye Study. , 1997, Ophthalmology.
[13] Xiwu Lin. Smoothing Spline Analysis Of Variance For Polychotomous Response Data , 1998 .
[14] Dan Steinberg,et al. THE HYBRID CART-LOGIT MODEL IN CLASSIFICATION AND DATA MINING , 1998 .
[15] R. Klein,et al. Alcohol consumption and the 5-year incidence of age-related maculopathy: the Beaver Dam eye study. , 1998, Ophthalmology.
[16] Michael A. Saunders,et al. Atomic Decomposition by Basis Pursuit , 1998, SIAM J. Sci. Comput..
[17] Xiwu Lin,et al. Smoothing spline ANOVA models for large data sets with Bernoulli observations and the randomized GACV , 2000 .
[18] Wenjiang J. Fu,et al. Asymptotics for lasso-type estimators , 2000 .
[19] M. R. Osborne,et al. On the LASSO and its Dual , 2000 .
[20] G. Wahba,et al. Smoothing Spline ANOVA for Multivariate Bernoulli Observations With Application to Ophthalmology Data , 2001 .
[21] Grace Wahba,et al. Soft and hard classification by reproducing kernel Hilbert space methods , 2002, Proceedings of the National Academy of Sciences of the United States of America.
[22] R. Klein,et al. Changes in refraction over 10 years in an adult population: the Beaver Dam Eye study. , 2002, Investigative ophthalmology & visual science.
[23] Ingo Ruczinski,et al. Logic Regression — Methods and Software , 2003 .
[24] R. Tibshirani,et al. Least angle regression , 2004, math/0406456.
[25] Meta M. Voelker,et al. Variable Selection and Model Building via Likelihood Basis Pursuit , 2004 .
[26] W. Loh,et al. LOTUS: An Algorithm for Building Accurate and Comprehensible Logistic Regression Trees , 2004 .
[27] Steve R. Gunn,et al. Structural Modelling with Sparse Kernels , 2002, Machine Learning.
[28] P. Galan,et al. Serum concentrations of β-carotene, vitamins C and E, zinc and selenium are influenced by sex, age, diet, smoking status, alcohol consumption and corpulence in a general French adult population , 2005, European Journal of Clinical Nutrition.
[29] Hao Helen Zhang,et al. COMPONENT SELECTION AND SMOOTHING FOR NONPARAMETRIC REGRESSION IN EXPONENTIAL FAMILIES , 2006 .
[30] G. Wahba,et al. A NOTE ON THE LASSO AND RELATED PROCEDURES IN MODEL SELECTION , 2006 .
[31] Gene H. Golub,et al. Generalized cross-validation as a method for choosing a good ridge parameter , 1979, Milestones in Matrix Computation.