Ridge Regression: Biased Estimation for Nonorthogonal Problems
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Hierarchical regression for analyses of multiple outcomesRobust reconstruction of gene expression profiles from reporter gene data using linear inversion.Accurate estimation of influenza epidemics using Google search data via ARGOPenalized partial likelihood regression for right-censored data with bootstrap selection of the penalty parameter.Predicting survival from microarray data--a comparative study.Reference point insensitive molecular data analysis.Assessment of survival prediction models based on microarray data.Incorporating predictor network in penalized regression with application to microarray data.pLARmEB: integration of least angle regression with empirical Bayes for multilocus genome-wide association studies.An overview of techniques for linking high-dimensional molecular data to time-to-event endpoints by risk prediction models.Identifying the genetic determinants of transcription factor activity.Nonparametric modeling of longitudinal covariance structure in functional mapping of quantitative trait loci.Segregation of a QTL cluster for home-cage activity using a new mapping method based on regression analysis of congenic mouse strainsSubsecond dopamine fluctuations in human striatum encode superposed error signals about actual and counterfactual rewardPositive Definiteness via Off-Diagonal Scaling of a Symmetric Indefinite Matrix.Robust meta-analysis of gene expression using the elastic net.Bias correction for estimated QTL effects using the penalized maximum likelihood method.Brief review of regression-based and machine learning methods in genetic epidemiology: the Genetic Analysis Workshop 17 experience.Generalized linear mixed models for mapping multiple quantitative trait loci.Identifying genetic modulators of the connectivity between transcription factors and their transcriptional targets.Bayesian methods for estimating GEBVs of threshold traits.Assessing statistical significance in multivariable genome wide association analysisBOLD and its connection to dopamine release in human striatum: a cross-cohort comparison.Statistical analysis of genetic interactions.Multiple-object Tracking as a Tool for Parametrically Modulating Memory Reactivation.Bayesian shrinkage analysis of QTLs under shape-adaptive shrinkage priors, and accurate re-estimation of genetic effects.An experimental validation of genomic selection in octoploid strawberry.Comprehensive evaluation of direct injection mass spectrometry for the quantitative profiling of volatiles in food samples.Pathway-based approach using hierarchical components of collapsed rare variants.An efficient method to estimate the optimum regularization parameter in RLDA.Novel applications of multitask learning and multiple output regression to multiple genetic trait prediction.Bayesian semiparametric multiple shrinkage.Regularized estimation for the accelerated failure time model.Quantitative structure-activity relationship studies of antimalarial compounds from their calculated mathematical descriptors.Quantitative structure-activity relationships for cycloguanil analogs as PfDHFR inhibitors using mathematical molecular descriptors.Online learning of single- and multivalued functions with an infinite mixture of linear experts.Gradient-based optimization of hyperparameters.Exploring nonlinear relations: models of clinical decision making by regression with optimal scaling.Trait-specific long-term consequences of genomic selection in beef cattle.Characterization of dihydrofolate reductases from multiple strains of Plasmodium falciparum using mathematical descriptors of their inhibitors.
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Ridge Regression: Biased Estimation for Nonorthogonal Problems
description
article
@en
im Februar 1970 veröffentlichter wissenschaftlicher Artikel
@de
wetenschappelijk artikel
@nl
наукова стаття, опублікована в лютому 1970
@uk
ലേഖനം
@ml
name
Ridge Regression: Biased Estimation for Nonorthogonal Problems
@en
Ridge Regression: Biased Estimation for Nonorthogonal Problems
@nl
type
label
Ridge Regression: Biased Estimation for Nonorthogonal Problems
@en
Ridge Regression: Biased Estimation for Nonorthogonal Problems
@nl
prefLabel
Ridge Regression: Biased Estimation for Nonorthogonal Problems
@en
Ridge Regression: Biased Estimation for Nonorthogonal Problems
@nl
P356
P1433
P1476
Ridge Regression: Biased Estimation for Nonorthogonal Problems
@en
P2093
Arthur E. Hoerl
Robert W. Kennard
P356
10.2307/1267351
P407
P577
1970-02-01T00:00:00Z