This document outlines two main types of sampling methods used in research - nonprobability and probability. Nonprobability methods include haphazard, quota, snowball, and purposive sampling, which select samples based on convenience or specific predetermined groups. Probability methods include simple, systematic, stratified, and cluster sampling, which use true random selection procedures to select every kth person or randomly select people in predetermined groups.