Articles liés à Algebraic Statistics
Synopsis
Algebraic statistics uses tools from algebraic geometry, commutative algebra, combinatorics, and their computational sides to address problems in statistics and its applications. The starting point for this connection is the observation that many statistical models are semialgebraic sets. The algebra/statistics connection is now over twenty years old, and this book presents the first broad introductory treatment of the subject. Along with background material in probability, algebra, and statistics, this book covers a range of topics in algebraic statistics including algebraic exponential families, likelihood inference, Fisher's exact test, bounds on entries of contingency tables, design of experiments, identifiability of hidden variable models, phylogenetic models, and model selection. With numerous examples, references, and over 150 exercises, this book is suitable for both classroom use and independent study.
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Seth Sullivant, North Carolina State University, Raleigh, NC.
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Algebraic Statistics
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MPAMM American Mathematical, 2023
ISBN 10 : 1470475103
ISBN 13 : 9781470475109
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Algebraic Statistics
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American Mathematical Society, 2018
ISBN 10 : 1470475103
ISBN 13 : 9781470475109
Neuf
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Algebraic Statistics
Edité par
American Mathematical Society, US, 2018
ISBN 10 : 1470475103
ISBN 13 : 9781470475109
Neuf
Paperback
Vendeur : Rarewaves.com UK, London, Royaume-Uni
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Paperback. Etat : New. Algebraic statistics uses tools from algebraic geometry, commutative algebra, combinatorics, and their computational sides to address problems in statistics and its applications. The starting point for this connection is the observation that many statistical models are semialgebraic sets. The algebra/statistics connection is now over twenty years old, and this book presents the first broad introductory treatment of the subject. Along with background material in probability, algebra, and statistics, this book covers a range of topics in algebraic statistics including algebraic exponential families, likelihood inference, Fisher's exact test, bounds on entries of contingency tables, design of experiments, identifiability of hidden variable models, phylogenetic models, and model selection. With numerous examples, references, and over 150 exercises, this book is suitable for both classroom use and independent study. N° de réf. du vendeur LU-9781470475109
Quantité disponible : 1 disponible(s)
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Algebraic Statistics
Edité par
American Mathematical Society, 2023
ISBN 10 : 1470475103
ISBN 13 : 9781470475109
Neuf
Couverture souple
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
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Etat : New. In. N° de réf. du vendeur ria9781470475109_new
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Algebraic Statistics
Edité par
American Mathematical Society, US, 2018
ISBN 10 : 1470475103
ISBN 13 : 9781470475109
Neuf
Paperback
Vendeur : Rarewaves.com USA, London, LONDO, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Paperback. Etat : New. Algebraic statistics uses tools from algebraic geometry, commutative algebra, combinatorics, and their computational sides to address problems in statistics and its applications. The starting point for this connection is the observation that many statistical models are semialgebraic sets. The algebra/statistics connection is now over twenty years old, and this book presents the first broad introductory treatment of the subject. Along with background material in probability, algebra, and statistics, this book covers a range of topics in algebraic statistics including algebraic exponential families, likelihood inference, Fisher's exact test, bounds on entries of contingency tables, design of experiments, identifiability of hidden variable models, phylogenetic models, and model selection. With numerous examples, references, and over 150 exercises, this book is suitable for both classroom use and independent study. N° de réf. du vendeur LU-9781470475109
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ALGEBRAIC STATISTICS - 194
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ALGEBRAIC STATISTICS - 194
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