A note about the chaotic behavior of the Wald Interval for a binomial proportion

It is well known that the coverage probability of the standard Wald confidence interval to estimate a binomial proportion has a very erratic behavior as a function of the parameters n (sample size) and p (probability of success) . Till now it has been thought that this behavior was “basically unpred...

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Detalles Bibliográficos
Autores: Ortega Irizo, Francisco Javier, Basulto Santos, Jesús, Camúñez Ruiz, José Antonio
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2011
País:España
Institución:Universidad de Sevilla (US)
Repositorio:idUS. Depósito de Investigación de la Universidad de Sevilla
OAI Identifier:oai:idus.us.es:11441/100165
Acceso en línea:https://hdl.handle.net/11441/100165
Access Level:acceso abierto
Palabra clave:Binomial distribution
Confidence interval
Coverage probability
Descripción
Sumario:It is well known that the coverage probability of the standard Wald confidence interval to estimate a binomial proportion has a very erratic behavior as a function of the parameters n (sample size) and p (probability of success) . Till now it has been thought that this behavior was “basically unpredictable”. Nevertheless, the analysis of this behavior allows to obtain a formula that provides, for a fixed p, all the sample sizes in which the coverage probability decreases sharply from n-1 to n.