Context
Consider the following sequential data generating process for , , . (By sequential I mean that we generate , , in sequence.):
where,
if > 0,
OR
if < 0,
, ( = 1, 2, 3) are i.i.d ,
is a vector and
, , and are vectors of appropriate dimensions.
Question
Suppose we observe the following sequence: { = , = , = , = } and wish to estimate the parameters and . Is the likelihood function given below the correct function?
L( , | , , , , , ) = ( ) / Prob( )
Thanks
EDIT: Fixed some typos and notation in light of comments by Bjørn.
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