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lasso linear regression models  (STATA Corporation)


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    STATA Corporation lasso linear regression models
    Lasso Linear Regression Models, supplied by STATA Corporation, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/lasso+linear+regression+models/lasso+regression/pm38266973-58-28-53
    Average 90 stars, based on 1 article reviews
    lasso linear regression models - by Bioz Stars, 2026-09
    90/100 stars

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    Article Title: Metabolites Associated With Uremic Symptoms in Patients With CKD: Findings From the Chronic Renal Insufficiency Cohort (CRIC) Study.
    Article Snippet: .. To account for multiple comparisons, we used the Benjamini- Hochberg correction for controlling the false discovery rate (FDR) at or below 5%, based on the total number of metabolites.22,23 Lasso linear regression models were adjusted for the same covariates as OLS linear Jo urn al Pr e-p roo f 11 regression, using the Stata plugin estimator for selecting the regularization parameter (λ), which was developed to achieve an optimal sparsity rate.24 As a method of internal cross-validation, we used stability selection to identify the metabolites with the strongest association to each uremic symptom.25 100 bootstrapped samples were drawn from the data set, with replacement, and Lasso regression was computed on each sample. ..



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