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A researcher deliberately oversamples a small stratum so that its sample proportion exceeds its population proportion. This is:

A. Simple random sampling
B. Proportionate stratified sampling
C. Systematic sampling
D. Disproportionate stratified sampling
Correct Answer: D. Disproportionate stratified sampling

Disproportionate stratification does not match population proportions.

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