Log-likelihood of probit model for each observation
Parameters:
params : array-like
The parameters of the model.
Returns:
loglike : ndarray (nobs,)
The log likelihood for each observation of the model evaluated
at params. See Notes
Notes
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for observations
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where
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. This simplification comes from the fact that the
normal distribution is symmetric.