An application of bootstrap resampling method to obtain confidence interval for percentile fatness cutoff points in childhood and adolescence overweight diagnoses

An application of bootstrap resampling method to obtain confidence interval for percentile fatness cutoff points in childhood and adolescence overweight diagnoses

Autor Colugnati, Fernando Antonio Basile Autor UNIFESP Google Scholar
Louzada-Neto, F. Google Scholar
Taddei, Jose Augusto de Aguiar Carrazedo Autor UNIFESP Google Scholar
Instituição Universidade Federal de São Paulo (UNIFESP)
Resumo OBJECTIVE: To present a resampling approach to obtain confidence intervals (CIs) and the empirical distributions for the studentized regression residuals percentiles when used as cutoff points for overweight and obesity diagnosis in children and adolescents.METHOD: A tutorial for the nonparametric bootstrap with bias accelerating correction is presented. A classical method, the Binomial interpretation, is used as comparing criterion.SUBJECTS: A case study comprising 418 randomly selected subjects from a private secondary school (age: 10-17 y, boys: 52%).MEASUREMENTS: Body fat percentage (by), age (y) and Tanner criteria.RESULTS: the empirical distributions presented skewness suggesting that the CIs should not be symmetric. CIs obtained by the proposed approach were more realistic than the classical ones.CONCLUSIONS: We propose a simple and efficient way to obtain the interval estimates and the distribution properties of cutoff points for overweight and obese classification using a sample-based method that allows the comparison of cutoffs among many subpopulations.
Assunto body composition
bootstrap
empirical distribution
confidence intervals
statistical methods
Idioma Inglês
Data 2005-03-01
Publicado em International Journal of Obesity. London: Nature Publishing Group, v. 29, n. 3, p. 340-347, 2005.
ISSN 0307-0565 (Sherpa/Romeo, fator de impacto)
Editor Nature Publishing Group
Extensão 340-347
Fonte http://dx.doi.org/10.1038/sj.ijo.0802866
Direito de acesso Acesso aberto Open Access
Tipo Artigo
Web of Science WOS:000226981400013
URI http://repositorio.unifesp.br/handle/11600/28161

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