Selecting Shrinkage Parameters for Effect Estimation: the Multi-Ethnic Study of Atherosclerosis

scientific article published on 12 June 2017

Selecting Shrinkage Parameters for Effect Estimation: the Multi-Ethnic Study of Atherosclerosis is …
instance of (P31):
scholarly articleQ13442814

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P356DOI10.1093/AJE/KWX225
P932PMC publication ID5859997
P698PubMed publication ID28992037

P2093author name stringKenneth M Rice
Joshua P Keller
P2860cites workMulti-Ethnic Study of Atherosclerosis: objectives and designQ29615490
Extending the Bayesian Adjustment for Confounding algorithm to binary treatment covariates to estimate the effect of smoking on carotid intima-media thickness: the Multi-Ethnic Study of AtherosclerosisQ33717547
Outcome modelling strategies in epidemiology: traditional methods and basic alternativesQ35995075
Variable selection: current practice in epidemiological studiesQ37469151
Statistical foundations for model-based adjustmentsQ38382772
Regularized Regression Versus the High-Dimensional Propensity Score for Confounding Adjustment in Secondary Database AnalysesQ40669508
Accounting for uncertainty in confounder and effect modifier selection when estimating average causal effects in generalized linear modelsQ41033350
Model selection and health effect estimation in environmental epidemiologyQ42659034
Bayesian effect estimation accounting for adjustment uncertaintyQ45609008
Invited commentary: variable selection versus shrinkage in the control of multiple confoundersQ46164613
On model selection and model misspecification in causal inferenceQ49083477
Methods of covariate selection: directed acyclic graphs and the change-in-estimate procedure.Q51840298
Generalized Cross-Validation as a Method for Choosing a Good Ridge ParameterQ56031700
P407language of work or nameEnglishQ1860
P921main subjectatherosclerosisQ12252367
multiethnicityQ111242702
P577publication date2017-06-12
P1433published inAmerican Journal of EpidemiologyQ4744243
P1476titleSelecting Shrinkage Parameters for Effect Estimation: the Multi-Ethnic Study of Atherosclerosis

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