What is the difference between sampling techniques?
An example of an AI chatbot conversation about sampling techniques in statistics.
Can you explain the different sampling techniques used in research?
Sure! The main sampling techniques are probability sampling and non-probability sampling. Would you like to know more about each?
Yes, what are the types of probability sampling?
Probability sampling includes techniques like simple random sampling, stratified sampling, and cluster sampling. Each has its own method of selecting participants.
What about non-probability sampling?
Non-probability sampling includes methods like convenience sampling, judgmental sampling, and quota sampling. These don't give every individual a chance to be selected.
When should I use one over the other?
Use probability sampling for generalizable results and non-probability sampling for exploratory research or when random sampling isn't feasible.
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