Binary hidden Markov models and varieties

DOI10.18409/jas.v4i1.17zbMath1346.13057arXiv1206.0500OpenAlexW2964269355MaRDI QIDQ2819994

Andrew Critch

Publication date: 13 September 2016

Published in: Journal of Algebraic Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1206.0500

zbMATH Keywords

model selectionalgebraic statisticsrationality questionsparameter identifiabilitysemi-algebraic setshigher-dimensional varietiesrational and birational mapsbinary hidden Markov modelsGröbner basis techniques

Mathematics Subject Classification ID

Computational methods in Markov chains (60J22) Markov processes: estimation; hidden Markov models (62M05) Gröbner bases; other bases for ideals and modules (e.g., Janet and border bases) (13P10) Computational aspects of higher-dimensional varieties (14Q15) Rational and birational maps (14E05) Semialgebraic sets and related spaces (14P10) Markov processes: hypothesis testing (62M02) Rationality questions in algebraic geometry (14E08)

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