stratum
Examples of stratum in the following topics:
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Lab 2: Sampling Experiment
- Use 25% of the restaurants from each stratum.
- Use 25% of the restaurants from each stratum.
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Three sampling methods (special topic)
- Stratified sampling is especially useful when the cases in each stratum are very similar with respect to the outcome of interest.
- Why would it be good for cases within each stratum to be very similar?
- We might get a more stable estimate for the sub-population in a stratum if the cases are very similar.
- Strati ed sampling requires observations be sampled from every stratum.
- In the middle panel, stratified sampling was used: cases were grouped into strata, and then simple random sampling was employed within each stratum.
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Optional Collaborative Classrom Exercise
- Create a cluster sample by considering each state as a stratum (group).
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Lab 1: Normal Distribution (Lap Times)
- Use a Stratified Sampling Method by Lap (Races 1 – 20) and a random number generator to pick 6 lap times from each stratum.
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Random Sampling
- At this stage, a simple random sample would be chosen from each stratum and combined to form the full sample.
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Sampling
- To choose a stratified sample, divide the population into groups called strata and then take a proportionate number from each stratum.
- For example, you could stratify (group) your college population by department and then choose a proportionate simple random sample from each stratum (each department) to get a stratified random sample.