ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS.
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Network-based identification of biomarkers coexpressed with multiple pathwaysRobust prediction of anti-cancer drug sensitivity and sensitivity-specific biomarkerRecursive Random Lasso (RRLasso) for Identifying Anti-Cancer Drug TargetsToward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sourcesDifferential network analysis with multiply imputed lipidomic dataRobust data-driven incorporation of prior knowledge into the inference of dynamic regulatory networks.Comparison of subset selection methods in linear regression in the context of health-related quality of life and substance abuse in Russia.Statistical Learning Methods for Longitudinal High-dimensional DataSimple subgroup approximations to optimal treatment regimes from randomized clinical trial data.Evaluation of Penalized and Nonpenalized Methods for Disease Prediction with Large-Scale Genetic Data.iWAS--A novel approach to analyzing Next Generation Sequence data for immunology.Environmental risk score as a new tool to examine multi-pollutants in epidemiologic research: an example from the NHANES study using serum lipid levels.Performance of Firth-and logF-type penalized methods in risk prediction for small or sparse binary dataFixed and Random Effects Selection by REML and Pathwise Coordinate Optimization.Reduced rank regression via adaptive nuclear norm penalization.Feature Screening via Distance Correlation LearningUltrahigh-dimensional variable selection method for whole-genome gene-gene interaction analysis.Genomic selection using regularized linear regression models: ridge regression, lasso, elastic net and their extensionsOn the robustness of the adaptive lasso to model misspecification.Endogeneity in High Dimensions.VARIABLE SELECTION IN PARTLY LINEAR REGRESSION MODEL WITH DIVERGING DIMENSIONS FOR RIGHT CENSORED DATAAlterations of DNA repair genes in the NCI-60 cell lines and their predictive value for anticancer drug activity.Adaptive elastic-net sparse principal component analysis for pathway association testing.Validation of electronic health record phenotyping of bipolar disorder cases and controls.The relative importance of imaging markers for the prediction of Alzheimer's disease dementia in mild cognitive impairment - Beyond classical regressionRegularized logistic regression with network-based pairwise interaction for biomarker identification in breast cancer.A Perturbation Method for Inference on Regularized Regression Estimates.Variable selection and estimation in generalized linear models with the seamless L0 penaltyHigh-Dimensional Structured Feature Screening Using Binary Markov Random Fields.Variable selection in monotone single-index models via the adaptive LASSOEfficient Regularized Regression with L0 Penalty for Variable Selection and Network Construction.Robust Detection of Impaired Resting State Functional Connectivity Networks in Alzheimer's Disease Using Elastic Net Regularized RegressionAdaptive Elastic Net for Generalized Methods of Moments.Overview of LASSO-related penalized regression methods for quantitative trait mapping and genomic selection.A Bayesian approach to estimating hidden variables as well as missing and wrong molecular interactions in ordinary differential equation-based mathematical models.The Sparse Laplacian Shrinkage Estimator for High-Dimensional Regression.Surrogate-assisted feature extraction for high-throughput phenotyping.High-dimensional QSAR modelling using penalized linear regression model with L1/2-norm.VARIABLE SELECTION IN LINEAR MIXED EFFECTS MODELSInference for survival prediction under the regularized Cox model.
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ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS.
description
2009 nî lūn-bûn
@nan
2009年の論文
@ja
2009年論文
@yue
2009年論文
@zh-hant
2009年論文
@zh-hk
2009年論文
@zh-mo
2009年論文
@zh-tw
2009年论文
@wuu
2009年论文
@zh
2009年论文
@zh-cn
name
ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS.
@en
type
label
ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS.
@en
prefLabel
ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS.
@en
P356
P1433
P1476
ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS.
@en
P2093
Hao Helen Zhang
P2860
P304
P356
10.1214/08-AOS625
P577
2009-01-01T00:00:00Z