From order , set , remove that final coefficient, retain for , and restore the intercept byKeep fixed. This deterministically recovers the lower-order state and the auxiliary variable that would reproduce the higher-order state under a birth. The inverse map also has absolute Jacobian determinant one. In particular, simply deleting the highest coefficient without restoring the intercept is not the reverse of the supplied move.
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