Screening Based on Normal Variables

A solution is given to the problem of using a variable correlated with a performance variable to screen a product when the correlation is unknown or when the proportion of presently acceptable product is unknown. The procedure involves setting lower confidence limits on these unknown parameters and then relating the confidence coefficient to the probability of the procedure attaining a required proportion of acceptable product. The performance variable and screening variable are assumed to be jointly normally distributed.