In the realm of statistical analysis, a incorrect conclusion can have significant consequences. A false positive occurs when we conclude the null hypothesis although it is actually true. This means detecting a relationship or effect that truly exist. Consequently, false positives can cause wasted resources, misguided website decisions, and even und