This repository contains a detailed report and R code for a comprehensive exploration of Simple Random Sampling (SRS), one of the most fundamental probability sampling techniques in statistics. The ...

In a simple random sample, each individual in the population has an equal probability of being chosen. Additionally, each sample of size n has an equal probability of being the chosen sample. This ...

The Monte Carlo (MC) method is a numerical approach for obtaining approximate solutions to mathematical, physical, and engineering problems. Methods for generating random numbers can be categorized ...

Systematic sampling is straightforward and low risk, offering better control. However, it may introduce sampling errors and ...

Many healthcare providers feel that UPIC audits often fall short, with flawed sampling and extrapolation techniques that dramatically exaggerate overpayment findings, exposing providers to undue ...