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Variable Selection and Identification of High-Dimensional Nonparametric Additive Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 5, 页码: 2254-2269
Authors:  Mu, Biqiang;  Zheng, Wei Xing;  Bai, Er-Wei
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Additive nonlinear systems  asymptotic normality  backfitting estimator  high-dimensional systems  nonnegative garrote estimator  set convergence  variable selection  
FOCUSED INFORMATION CRITERION AND MODEL AVERAGING FOR GENERALIZED ADDITIVE PARTIAL LINEAR MODELS 期刊论文
ANNALS OF STATISTICS, 2011, 卷号: 39, 期号: 1, 页码: 174-200
Authors:  Zhang, Xinyu;  Liang, Hua
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Additive models  backfitting  focus parameter  generalized partially linear models  marginal integration  model average  model selection  polynomial spline  shrinkage methods  
Exploring spatial nonlinearity using additive approximation 期刊论文
BERNOULLI, 2007, 卷号: 13, 期号: 2, 页码: 447-472
Authors:  Lu, Zudi;  Lundervold, Arvid;  Tjostheim, Dag;  Yao, Qiwei
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additive approximation  alpha-mixing  asymptotic normality  auto-normal specification  backfitting  nonparametric kernel estimation  spatial models  uniform convergence  
Local linear additive quantile regression 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2004, 卷号: 31, 期号: 3, 页码: 333-346
Authors:  Yu, KM;  Lu, ZD
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additive models  average derivative  backfitting algorithm  bandwidth selection  local linear fitting  quantile regression