Assume the uniform estimate obtained in the geometric setting of part (i). The limit is bounded and continuous on the finite-alphabet symbolic space, so is measurable, positive, and bounded. Possible duplicate itineraries at partition endpoints do not affect its Lebesgue measure density.
For a level- interval , the estimate givesFix a level- cylinder and subdivide its interval into level- intervals, with . Integrating these inequalities and summing the subcylinder masses yieldsLetting proves the exact equality . The same argument on the entire interval gives . Shrinking cylinders generate the interval Borel sigma-algebra, so the Monotone class theorem identifies with the pushforward .
The symbolic Gibbs measure in this setting is shift invariant, and coding satisfies away from the endpoint exceptions. These exceptions form a null set: bounded and shrinking cylinders give zero mass to individual endpoints. Therefore, for every Borel set ,Consequentlyis an absolutely continuous invariant measure. This implication uses the uniform cylinder estimate directly and does not rely on naming an invariance theorem in place of the requested argument.
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