a value expressing the frequency with which a given confidence interval contains the true value of the parameter being estimated. For example, a 95% confidence level associated with a confidence interval for estimating a population mean indicates that in 95% of all estimates based on a random sample of a given size the confidence interval will contain the true value of the population mean. The particular confidence level used is up to the researcher but generally is 95% or 99%.