Regularization Paths for Generalized Linear Models via Coordinate Descent
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Gene expression prediction by soft integration and the elastic net-best performance of the DREAM3 gene expression challengeDNA methylation age of human tissues and cell typesMultilocus genetic analysis of brain imagesNeuroimaging signatures of frontotemporal dementia genetics: C9ORF72, tau, progranulin and sporadicsNon-small cell lung cancer: identifying prognostic imaging biomarkers by leveraging public gene expression microarray data--methods and preliminary resultsAre heritability and selection related to population size in nature? Meta-analysis and conservation implicationsIntegrative analyses of cancer data: a review from a statistical perspectiveHigh-Dimensional Statistical Learning: Roots, Justifications, and Potential MachineriesSan Francisco Syncope Rule to predict short-term serious outcomes: a systematic reviewTrans-species learning of cellular signaling systems with bimodal deep belief networks.Spatiotemporal Dynamics of Cortical Representations during and after Stimulus Presentation.Integration Analysis of Three Omics Data Using Penalized Regression Methods: An Application to Bladder CancerUnifying Amplitude and Phase Analysis: A Compositional Data Approach to Functional Multivariate Mixed-Effects Modeling of Mandarin Chinese.Computational and Empirical Studies Predict Mycobacterium tuberculosis-Specific T Cells as a Biomarker for Infection Outcome.EM for regularized zero-inflated regression models with applications to postoperative morbidity after cardiac surgery in childrenWeighted-SAMGSR: combining significance analysis of microarray-gene set reduction algorithm with pathway topology-based weights to select relevant genesIntegrative EEG biomarkers predict progression to Alzheimer's disease at the MCI stageCross-validation pitfalls when selecting and assessing regression and classification modelsValidation of biomarkers to predict response to immunotherapy in cancer: Volume II - clinical validation and regulatory considerationsRevealing Facts and Avoiding Biases: A Review of Several Common Problems in Statistical Analyses of Epidemiological DataFemale extrapair mating behavior can evolve via indirect selection on males.Determining Which Phenotypes Underlie a Pleiotropic SignalNovel image markers for non-small cell lung cancer classification and survival predictionRandom generalized linear model: a highly accurate and interpretable ensemble predictorDiscovery and validation of a prostate cancer genomic classifier that predicts early metastasis following radical prostatectomyPrediction errors in learning drug response from gene expression data - influence of labeling, sample size, and machine learning algorithmModeling bi-modality improves characterization of cell cycle on gene expression in single cellsGene expression profiling reveals epithelial mesenchymal transition (EMT) genes can selectively differentiate eribulin sensitive breast cancer cellsAdverse drug reaction prediction using scores produced by large-scale drug-protein target docking on high-performance computing machinesSimulation studies as designed experiments: the comparison of penalized regression models in the "large p, small n" settingRobust prediction of anti-cancer drug sensitivity and sensitivity-specific biomarkerData Mining Approaches for Genomic Biomarker Development: Applications Using Drug Screening Data from the Cancer Genome Project and the Cancer Cell Line EncyclopediaContext Sensitive Modeling of Cancer Drug SensitivityPathway-Based Genomics Prediction using Generalized Elastic NetCharacterization of Bacterial Communities in Selected Smokeless Tobacco Products Using 16S rDNA AnalysisIdentifying Aspects of the Post-Transcriptional Program Governing the Proteome of the Green Alga Micromonas pusillaDNA Methylation Dynamics of Human Hematopoietic Stem Cell DifferentiationForecasting Zika Incidence in the 2016 Latin America Outbreak Combining Traditional Disease Surveillance with Search, Social Media, and News Report DataThe evolutionary dynamics of haplodiploidy: Genome architecture and haploid viabilityMolecular profiling of activated olfactory neurons identifies odorant receptors for odors in vivo
P2860
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P2860
Regularization Paths for Generalized Linear Models via Coordinate Descent
description
2010 nî lūn-bûn
@nan
2010 թուականին հրատարակուած գիտական յօդուած
@hyw
2010 թվականին հրատարակված գիտական հոդված
@hy
2010年の論文
@ja
2010年論文
@yue
2010年論文
@zh-hant
2010年論文
@zh-hk
2010年論文
@zh-mo
2010年論文
@zh-tw
2010年论文
@wuu
name
Regularization Paths for Generalized Linear Models via Coordinate Descent
@ast
Regularization Paths for Generalized Linear Models via Coordinate Descent
@en
type
label
Regularization Paths for Generalized Linear Models via Coordinate Descent
@ast
Regularization Paths for Generalized Linear Models via Coordinate Descent
@en
prefLabel
Regularization Paths for Generalized Linear Models via Coordinate Descent
@ast
Regularization Paths for Generalized Linear Models via Coordinate Descent
@en
P2860
P50
P3181
P356
P1476
Regularization Paths for Generalized Linear Models via Coordinate Descent
@en
P2860
P3181
P356
10.18637/JSS.V033.I01
P407
P577
2010-01-01T00:00:00Z