Parametric variable selection in generalized partially linear models with an application to assess condom use by HIV‐infected patients

Parametric variable selection in generalized partially linear models with an application to assess condom use by HIV‐infected patients

Source :

• Statistics in Medicine [ 0277-6715 ] ; 2011-07-20.

Descripteurs français

• Wicri :
  • topic : Droit d'auteur, Santé génésique, Simulation.

English descriptors

• KwdEn :
  • Absolute deviation, Adaptive lasso, American journal, Asymptotic, Asymptotic covariance matrix, Asymptotic normality, Average number, Bandwidth, Basis functions, Cell count, Cell counts, Chronic kidney disease, Condom, Condom effectiveness, Consistent condom, Consistent estimator, Continuous predictors, Convergence rate, Copyright, Covariance, Covariance matrix, Covariate, Covariates, England journal, Estimation, Estimation accuracy, Estimator, Full model, Future course, Generalized additive model, Generalized additive models, Gplm, Great interest, Higher levels, Important predictors, Interesting question, John wiley sons, Lasso, Least squares approximation, Leng, Liang, Library mgcv, Likelihood approach, Likelihood method, Linear models, Link function, Logistic regression, Longitudinal data, Martinson, Martinson table, Matrix, Model complexity, Model selection, Multiple covariates, Multivariate analysis, Nonparametric, Optimal bandwidth, Oracle, Oracle procedure, Oracle properties, Oracle property, Other hand, Parametric, Parametric components, Parametric part, Phru, Phru data, Phru study, Policy makers, Predictor, Preliminary estimate, Preliminary estimates, Prevention programs, Proportional hazards model, Regression spline, Regular partners, Reproductive health, Research unit, Right panel, Sample size, Sample size increases, Sample sizes, Semiparametric, Semiparametric model selection, Semiparametric modeling, Semiparametric models, Semiparametric regression, Sexual behavior, Sexual transmission, Signal strength, Simulation, Simulation studies, Simulation study, Spline, Spline estimation, Spline method, Square errors, Standard error, Standard errors, Statist, True model, True model structure, Tted, Variable selection, Variable selection procedure, Variable selection procedures, Zhang.
• Teeft :
  • Absolute deviation, Adaptive lasso, American journal, Asymptotic, Asymptotic covariance matrix, Asymptotic normality, Average number, Bandwidth, Basis functions, Cell count, Cell counts, Chronic kidney disease, Condom, Condom effectiveness, Consistent condom, Consistent estimator, Continuous predictors, Convergence rate, Copyright, Covariance, Covariance matrix, Covariate, Covariates, England journal, Estimation, Estimation accuracy, Estimator, Full model, Future course, Generalized additive model, Generalized additive models, Gplm, Great interest, Higher levels, Important predictors, Interesting question, John wiley sons, Lasso, Least squares approximation, Leng, Liang, Library mgcv, Likelihood approach, Likelihood method, Linear models, Link function, Logistic regression, Longitudinal data, Martinson, Martinson table, Matrix, Model complexity, Model selection, Multiple covariates, Multivariate analysis, Nonparametric, Optimal bandwidth, Oracle, Oracle procedure, Oracle properties, Oracle property, Other hand, Parametric, Parametric components, Parametric part, Phru, Phru data, Phru study, Policy makers, Predictor, Preliminary estimate, Preliminary estimates, Prevention programs, Proportional hazards model, Regression spline, Regular partners, Reproductive health, Research unit, Right panel, Sample size, Sample size increases, Sample sizes, Semiparametric, Semiparametric model selection, Semiparametric modeling, Semiparametric models, Semiparametric regression, Sexual behavior, Sexual transmission, Signal strength, Simulation, Simulation studies, Simulation study, Spline, Spline estimation, Spline method, Square errors, Standard error, Standard errors, Statist, True model, True model structure, Tted, Variable selection, Variable selection procedure, Variable selection procedures, Zhang.

Abstract

• https://api.istex.fr/document/6077195E49E00688B84D2FF3D7D1B858F55F7544/fulltext/pdf

Affiliations:

• Afrique du Sud, Singapour, États-Unis
• Gauteng
• Johannesbourg
• Université du Witwatersrand, Université nationale de Singapour

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