Interactive R Shiny App https://nyupsychometrics.shinyapps.io/RShinyApp
This R Shiny App demonstrates the relationship between two-by-two survey table and survey predictive power.
Counts of true and false diagnosis is affected by underlying prevalence rate.
By adjusting sensitivity and specificity values, positive predictive power or negative predictive power can be maximized.