Epidemiology Bayesian

Compute post-test probability via Bayes' theorem given pre-test prevalence, test sensitivity, and specificity. Converts prevalence to pre-test odds, applies likelihood ratio (LR+ for positive test, LR- for negative test), and converts post-test odds back to probability. Useful for interpreting test results in clinical settings.