Comparación de intervalos de confianza para el coeficiente de correlación

The construction of confidence intervals to estimate the correlation in the normal bivariate and multivariate distribution, ρ, is an important problem in applied statistical work. One of the main purposes of this work is to make a review of the different procedures for their construction. In addition,...

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Detalles Bibliográficos
Autores: Pacheco, Liliana Vanessa, Correa, Juan Carlos
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2013
País:Colombia
Institución:Universidad Santo Tomás
Repositorio:Repositorio Institucional USTA
Idioma:español
OAI Identifier:oai:repository.usta.edu.co:11634/39581
Acceso en línea:https://revistas.usantotomas.edu.co/index.php/estadistica/article/view/1100
http://hdl.handle.net/11634/39581
Access Level:acceso abierto
Palabra clave:Coeficiente de correlación
Estimación
Intervalo de confianza
Descripción
Sumario:The construction of confidence intervals to estimate the correlation in the normal bivariate and multivariate distribution, ρ, is an important problem in applied statistical work. One of the main purposes of this work is to make a review of the different procedures for their construction. In addition, a simulation study was conducted to analyze the behavior of real confidence levels and compare them to theoretical ones, analyze the behavior of the lengths of the confidence intervals achieved by the nine methods considered and determine which methodology provides the shortest intervals. Likewise an indicator that summarizes more effectively the quality of the analyzed interval was also obtained.