SOLVED: Assume you observed data from a mixture of two univariate Gaussian (Normal) distributions, where f(x|θ1) is the Gaussian (Normal) distribution function with mean μ1 = 0 and variance σ1^2, and f(x|θ2) is the Gaussian (Normal) distribution function with mean μ2 = 0 and variance σ2^2 = 0.5. We have one unknown parameter: the mixing parameter α (0 < α < 1), which specifies the prior probability of θ1. Suppose you only observed a single sample X1. Please determine the maximum likelih
SOLVED: Assume you observed data from a mixture of two univari…
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