相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Avoid Oversimplifications in Machine Learning: Going beyond the Class-Prediction Accuracy
Sung Yang Ho et al.
PATTERNS (2020)
ISOTONIC REGRESSION IN GENERAL DIMENSIONS
Qiyang Han et al.
ANNALS OF STATISTICS (2019)
Development and Validation of Two Equations Based on Anthropometry, Estimating Body Fat for the Greek Adult Population
Spyridon Kanellakis et al.
OBESITY (2017)
Bounded isotonic regression
Ronny Luss et al.
ELECTRONIC JOURNAL OF STATISTICS (2017)
Robust groupwise least angle regression
Andreas Alfons et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2016)
Sparse Partially Linear Additive Models
Yin Lou et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2016)
Smoothing Parameter and Model Selection for General Smooth Models
Simon N. Wood et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2016)
Fast Computing for Distance Covariance
Xiaoming Huo et al.
TECHNOMETRICS (2016)
ConvexLAR: An Extension of Least Angle Regression
Wei Xiao et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2015)
Generalized additive models for large data sets
Simon N. Wood et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS (2015)
PARTIAL DISTANCE CORRELATION WITH METHODS FOR DISSIMILARITIES
Gabor J. Szekely et al.
ANNALS OF STATISTICS (2014)
Monotone splines lasso
Linn Cecilie Bergersen et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2014)
A comparison of prediction equations for the estimation of body fat percentage in non-obese and obese older Caucasian adults in the United States
A. J. Chambers et al.
JOURNAL OF NUTRITION HEALTH & AGING (2014)
Machine learning methods in chemoinformatics
John B. O. Mitchell
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE (2014)
Semi-parametric additive constrained regression
Mary C. Meyer
JOURNAL OF NONPARAMETRIC STATISTICS (2013)
Constrained penalized splines
Mary C. Meyer
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE (2012)
Practical variable selection for generalized additive models
Giampiero Marra et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2011)
An ordinary differential equation-based solution path algorithm
Yichao Wu
JOURNAL OF NONPARAMETRIC STATISTICS (2011)
Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models
Simon N. Wood
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2011)
HIGH-DIMENSIONAL ADDITIVE MODELING
Lukas Meier et al.
ANNALS OF STATISTICS (2009)
Sparse additive models
Pradeep Ravikumar et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2009)
INFERENCE USING SHAPE-RESTRICTED REGRESSION SPLINES
Mary C. Meyer
ANNALS OF APPLIED STATISTICS (2008)
Boosting additive models using component-wise P-Splines
Matthias Schmid et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2008)
Fast stable direct fitting and smoothness selection for generalized additive models
Simon N. Wood
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2008)
Measuring and testing dependence by correlation of distances
Gabor J. Szekely et al.
ANNALS OF STATISTICS (2007)
Robust linear model selection based on least angle regression
Jafar A. Khan et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2007)
Generalized smooth monotonic regression in additive modeling
Gerhard Tutz et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2007)
The adaptive lasso and its oracle properties
Hui Zou
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2006)
Component selection and smoothing in multivariate nonparametric regression
Yi Lin et al.
ANNALS OF STATISTICS (2006)
Model selection and estimation in regression with grouped variables
M Yuan et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2006)
Regularization and variable selection via the elastic net
H Zou et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)
Multimodel inference - understanding AIC and BIC in model selection
KP Burnham et al.
SOCIOLOGICAL METHODS & RESEARCH (2004)
Thin plate regression splines
SN Wood
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2003)
Greedy function approximation: A gradient boosting machine
JH Friedman
ANNALS OF STATISTICS (2001)