Genomic selection using regularized linear regression models: ridge regression, lasso, elastic net and their extensions
about
The Current and Future Use of Ridge Regression for Prediction in Quantitative GeneticsA review of feature reduction techniques in neuroimagingGenomic selection for wheat traits and trait stability.The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions.Competing risks data analysis with high-dimensional covariates: an application in bladder cancer.Identification and individualized prediction of clinical phenotypes in bipolar disorders using neurocognitive data, neuroimaging scans and machine learning.Comparison of analyses of the XVth QTLMAS common dataset III: Genomic Estimations of Breeding Values.Predicting the Survival Time for Bladder Cancer Using an Additive Hazards Model in Microarray Data.Genomic Selection for Drought Tolerance Using Genome-Wide SNPs in MaizeComparison of whole-genome prediction models for traits with contrasting genetic architecture in a diversity panel of maize inbred lines.Genomic selection for adjacent genetic markers of yorkshire pigs using regularized regression approachesUsing multivariate regression model with least absolute shrinkage and selection operator (LASSO) to predict the incidence of Xerostomia after intensity-modulated radiotherapy for head and neck cancer.Enhancing genome-enabled prediction by bagging genomic BLUP.Regularized group regression methods for genomic prediction: Bridge, MCP, SCAD, group bridge, group lasso, sparse group lasso, group MCP and group SCAD.Optimization of genomic selection training populations with a genetic algorithmDevelopment and Application of a Genetic Algorithm for Variable Optimization and Predictive Modeling of Five-Year Mortality Using Questionnaire DataElastic-Net Copula Granger Causality for Inference of Biological NetworksEvaluation of the lasso and the elastic net in genome-wide association studies.Genomic growth curves of an outbred pig population.Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View.Implementation of Genomic Prediction in Lolium perenne (L.) Breeding Populations.Genomic approaches to selection in outcrossing perennials: focus on essential oil crops.Polygenic scores via penalized regression on summary statistics.Genomic assisted selection for enhancing line breeding: merging genomic and phenotypic selection in winter wheat breeding programs with preliminary yield trials.Inference of biological networks using Bi-directional Random Forest Granger causality.DNA microarray analysis of Staphylococcus aureus causing bloodstream infection: bacterial genes associated with mortality?Genomic selection across multiple breeding cycles in applied bread wheat breedingA stage-wise approach for the analysis of multi-environment trials.Trait-specific long-term consequences of genomic selection in beef cattle.Genetic architecture of male floral traits required for hybrid wheat breeding.Beyond genomics: understanding exposotypes through metabolomics.Exploring the areas of applicability of whole-genome prediction methods for Asian rice (Oryza sativa L.).Resting-State Brain Functional Hyper-Network Construction Based on Elastic Net and Group Lasso Methods.Flight State Identification of a Self-Sensing Wing via an Improved Feature Selection Method and Machine Learning Approaches.Identification of Novel Genes in Human Airway Epithelial Cells associated with Chronic Obstructive Pulmonary Disease (COPD) using Machine-Based Learning AlgorithmsOmics Approaches for Engineering Wheat Production under Abiotic Stresses
P2860
Q26798159-78C23028-34F8-4E4F-AEC7-7A0D3E0B4F91Q28658984-1DED79AA-C1B6-4877-A223-82757940A04FQ30276661-FE940384-1CCC-40EB-B570-C527608981BBQ30847220-7AFFAD78-BB7C-48C9-8DC2-4B996DD41D71Q30938790-8B287F24-6684-4E6B-995D-FB7412701528Q31046434-63080514-1B1D-43BB-8B78-0430CDDD2959Q31063157-88DED88E-86E3-410B-A01D-67DDDCF8A612Q31085072-617F3E1E-7564-477C-B287-FD84580DA384Q33588719-60279DA9-9D75-4762-8928-E294B0AF9E16Q34402744-6B2CC22E-C6D7-41D8-B886-5353DDC19BEEQ34423881-C2271660-8BA0-4C1C-97F0-3B91BD0E1EA8Q35107930-F1AB39B1-873B-40EA-B45B-F423180E3B8DQ35145109-2B50C25A-615E-4287-B6E4-15BF8D415C6DQ35528779-413950D6-CA81-4416-80A0-D713428D8A3FQ35576355-112402AC-03C3-40BD-9A4E-452FD173C0FFQ35851968-1907EF19-B2DD-43CB-AC25-D6F41F9B0007Q36177183-B5E9BC71-AF1B-4845-865A-BA7FE112CD2DQ37362727-E388DD12-AD27-427E-85F3-DC02404346C9Q37414874-7C341AB9-0E59-4319-BF3C-5B3FFE983196Q37587950-16AF0CA7-294A-43F9-AEF9-6E404EA26302Q38377444-2920CB84-2103-4AB5-A12B-FB35C1187E69Q38560229-BDAF0CB1-2AA1-4311-B635-EA03C0AD1A71Q38798713-57AD591A-466F-4B46-8F97-FB1108FB1B15Q39202962-DCA4D815-76DC-4052-9922-F0EF6EFEAA86Q39761021-E8F07CF4-CBB0-4A0E-AF1D-8399EFA378B4Q40675268-6A8F5C5E-6B44-4535-A62A-8216E5E7B933Q42121174-1DC18106-33AD-49C3-9137-54D9515CC4FCQ45207407-0B57E9F8-0FE0-490E-BCB9-283876AFE87FQ47585285-69B69553-14D8-443D-9A4C-55C30806DF7EQ48099670-182F0430-2E13-40F1-8A72-79D9DA45F300Q48158524-186A299C-BC44-4A5E-8224-59B2FB8647F4Q51020823-1D6D6D4C-1FD5-490A-A1AE-F12427382F38Q55260375-644265B2-A1F3-432A-A77B-5959FCE3F257Q55355581-729BCEA4-9898-4199-9F5A-AB217529F24CQ58563418-B0464335-01BE-4ADF-8BB0-AB274FE7D0A2Q58780076-CA3E36E1-8133-4B2E-8ADD-3F443AAE6AD7
P2860
Genomic selection using regularized linear regression models: ridge regression, lasso, elastic net and their extensions
description
2012 nî lūn-bûn
@nan
2012 թուականի Մայիսին հրատարակուած գիտական յօդուած
@hyw
2012 թվականի մայիսին հրատարակված գիտական հոդված
@hy
2012年の論文
@ja
2012年論文
@yue
2012年論文
@zh-hant
2012年論文
@zh-hk
2012年論文
@zh-mo
2012年論文
@zh-tw
2012年论文
@wuu
name
Genomic selection using regula ...... astic net and their extensions
@ast
Genomic selection using regula ...... astic net and their extensions
@en
Genomic selection using regula ...... astic net and their extensions
@nl
type
label
Genomic selection using regula ...... astic net and their extensions
@ast
Genomic selection using regula ...... astic net and their extensions
@en
Genomic selection using regula ...... astic net and their extensions
@nl
prefLabel
Genomic selection using regula ...... astic net and their extensions
@ast
Genomic selection using regula ...... astic net and their extensions
@en
Genomic selection using regula ...... astic net and their extensions
@nl
P2860
P1433
P1476
Genomic selection using regula ...... astic net and their extensions
@en
P2093
Torben Schulz-Streeck
P2860
P2888
P356
10.1186/1753-6561-6-S2-S10
P478
P577
2012-05-21T00:00:00Z
P6179
1041426697