Sparse partial least squares regression for simultaneous dimension reduction and variable selection
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A Systematic Comparison of Linear Regression-Based Statistical Methods to Assess Exposome-Health AssociationsGeneration of a predictive melphalan resistance index by drug screen of B-cell cancer cell linesDevelopment of a Drug-Response Modeling Framework to Identify Cell Line Derived Translational Biomarkers That Can Predict Treatment Outcome to Erlotinib or SorafenibJoint analysis of multiple high-dimensional data types using sparse matrix approximations of rank-1 with applications to ovarian and liver cancerMultiplexed immunoassay panel identifies novel CSF biomarkers for Alzheimer's disease diagnosis and prognosisRadial basis function-sparse partial least squares for application to brain imaging data.GRACE: A visual comparison framework for integrated spatial and non-spatial geriatric dataSparse partial least-squares regression for high-throughput survival data analysis.Quantification of pharmaceuticals via transmission Raman spectroscopy: data sub-selection.Causal inference of gene regulation with subnetwork assembly from genetical genomics data.A variant of sparse partial least squares for variable selection and data exploration.Sparse models for correlative and integrative analysis of imaging and genetic dataDeviance residuals-based sparse PLS and sparse kernel PLS regression for censored data.Novel multivariate methods for integration of genomics and proteomics data: applications in a kidney transplant rejection study.Regularized estimation of large-scale gene association networks using graphical Gaussian modelsONION: Functional Approach for Integration of Lipidomics and Transcriptomics Data.Integrative Bayesian analysis of neuroimaging-genetic data with application to cocaine dependence.Integrative analysis for identifying joint modular patterns of gene-expression and drug-response data.myPhyloDB: a local web server for the storage and analysis of metagenomic data.Integrated analysis of multidimensional omics data on cutaneous melanoma prognosis.biosigner: A New Method for the Discovery of Significant Molecular Signatures from Omics Data.Principal component of explained variance: An efficient and optimal data dimension reduction framework for association studies.Identifying Stages of Kidney Renal Cell Carcinoma by Combining Gene Expression and DNA Methylation Data.Sparse partial least squares classification for high dimensional dataExhaled breath profiling for diagnosing acute respiratory distress syndrome.Higher step length variability indicates lower gray matter integrity of selected regions in older adults.Evaluation of Classifier Performance for Multiclass Phenotype Discrimination in Untargeted Metabolomics.A Systemic Analysis of Transcriptomic and Epigenomic Data To Reveal Regulation Patterns for Complex DiseasePartial least square regression applied to the QTLMAS 2010 dataset.MicroRNAs MiR-218, MiR-125b, and Let-7g predict prognosis in patients with oral cavity squamous cell carcinomaSparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems.Projection regression models for multivariate imaging phenotype.Refining developmental coordination disorder subtyping with multivariate statistical methods.Identifying multi-layer gene regulatory modules from multi-dimensional genomic data.Multiple regression methods show great potential for rare variant association tests.Understanding the relationship between cotton fiber properties and non-cellulosic cell wall polysaccharides.A novel approach for biomarker selection and the integration of repeated measures experiments from two assays.Improving stability and understandability of genotype-phenotype mapping in Saccharomyces using regularized variable selection in L-PLS regression.Metabolic fate of polyphenols in the human superorganismLeaf optical properties reflect variation in photosynthetic metabolism and its sensitivity to temperature.
P2860
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P2860
Sparse partial least squares regression for simultaneous dimension reduction and variable selection
description
2010 nî lūn-bûn
@nan
2010 թուականի Յունուարին հրատարակուած գիտական յօդուած
@hyw
2010 թվականի հունվարին 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
Sparse partial least squares r ...... duction and variable selection
@ast
Sparse partial least squares r ...... duction and variable selection
@en
type
label
Sparse partial least squares r ...... duction and variable selection
@ast
Sparse partial least squares r ...... duction and variable selection
@en
prefLabel
Sparse partial least squares r ...... duction and variable selection
@ast
Sparse partial least squares r ...... duction and variable selection
@en
P2860
P1476
Sparse partial least squares r ...... duction and variable selection
@en
P2093
Hyonho Chun
Sündüz Keleş
P2860
P356
10.1111/J.1467-9868.2009.00723.X
P577
2010-01-01T00:00:00Z