Since y; € {0, 1} (Bernoulli random variable), the joint density (pmf) of observing iid sample y = {₁,..., Yn} is E.g. the probability of observing y = (1, 0, 1) is f(y|B) = = f(y|B) = 1 [P(y; = 1|ß)]'¹ [P(y; = 0|ß)]¹-y₁ i-1 11 [P(y₁ = 1|B)]¹ [P(y₁ = 0[B)]° × [P(y₂ = 1 B)]° [P(y₂ = 0[B)]¹ x [P(y3 = 1 B)]¹ [P(y3 = 0|B)]⁰ P(y₁ = 1|B) P(y2 = 0 B)P(y3 = 1 B) exib Σ1 ex₁,B exß ex31ß 1 ex1 ex Σ; (18 β

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