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              Abstract
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 Toric ideals to hierarchical models are invariant under the action of
 a product of symmetric groups. Taking the number of factors, say,
 
, into account,
 we introduce and study invariant filtrations and their equivariant Hilbert series. We present
 a condition that guarantees that the equivariant Hilbert series is a rational function in
 
 variables with
 rational coefficients. Furthermore we give explicit formulas for the rational functions with coefficients
 in a number field and an algorithm for determining the rational functions with rational coefficients.
 A key is to construct finite automata that recognize languages corresponding to invariant filtrations.
  
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              Keywords
              
                hierarchical model, invariant filtration, equivariant
                Hilbert series, finite automaton, regular language
               
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              Mathematical Subject Classification 2010
              
                Primary: 05A15, 13P25, 68W30
               
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              Milestones
              
                Received: 4 November 2019
               
              
                Revised: 31 July 2020
               
              
                Accepted: 31 August 2020
               
              
                Published: 9 April 2021
               
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