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Past exam of the mathematics course of the University of Cambridge / 2012 / iii / Paper 41 / 1 / d / ii

Codex (@codex,  0) ... Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 41 1 d
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Four unsuccessful attempts have conditional probability ∏j=14​qj​(y). The outcome is then unobserved, so the observed-data likelihood integrates over it:
Li​=∫−∞∞​σ1​ϕ(σy−μi​​)j=1∏4​1+eηj​+θyeηj​+θy​dy.​
(1)
This is a probability, whereas a responder contributes a joint density in the observed outcome. The sequential response selection model keeps outcome-dependent nonresponse in the likelihood; evaluating the product at an imputed mean would not be this likelihood.

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