On the Probability of Improved Accuracy With Increased Sample Size.

A study analyzed the probability of improved accuracy in parameter estimation caused by increases in sample size. Data were obtained from a sample size formula in respect of a range of scenarios to guarantee a certain level of improvement with a given probability. Findings revealed insights into s...

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Detalles Bibliográficos
Publicado en:American Statistician Vol. 64; no. 3; pp. 257 - 263
Autores principales: Webb, Russell Y., Smith, Peter J., Firag, Abdulla
Formato: Artículo
Publicado: American Statistical Association August 2010
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Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:A study analyzed the probability of improved accuracy in parameter estimation caused by increases in sample size. Data were obtained from a sample size formula in respect of a range of scenarios to guarantee a certain level of improvement with a given probability. Findings revealed insights into sample size requirements and how they are connected to the parameters that determine the sampling process. Findings are discussed in detail.