SuccessRate calculates the Wilson-confidence interval for a sucess-rate (using prop.test).

SuccessRate(FAC, SUCCESS = 2, CONF.LEVEL = 0.95, DIGITS = 1)

Arguments

FAC

is a factor. Will be converted to a factor if not a factor.

SUCCESS

=2, factor level that defines success. If numeric, the respective level of FAC is assumed.

CONF.LEVEL

=0.95, desired confidence level

DIGITS

=7 number of digits

Value

data.frame with SuccessCategory, Number of Successes, Nvalid, Rate estimate in procent and lower and upper of the CONF.LEVEL confidence interval.

Examples

if (FALSE) { SuccessRate(rbinom(453,1,0.33)) x<-sample(c("Male", "Female","Inter"),453,replace=T, prob = c(.503,.494,.003)) x<-factor(x,levels = c("Male", "Female","Inter")) table(x) SuccessRate(x,DIGITS=2,SUCCESS=3) SuccessRate(x,DIGITS=3,SUCCESS=3,CONF.LEVEL=.9) }