Consider the logistic-normal model, logit( i ) = + x i + u i .

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Consider the logistic-normal model, logit(πi) = α + x’i β + ui. For small σ, show that it corresponds approximately to a mixture model for which the mixture distribution has var(πi) = [µi(1 – µi)]2 σ2.

Distribution
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