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Algebraic Statistics (Graduate Studies in Mathematics) - Tapa blanda

Libro 155 de 190: Graduate Studies in Mathematics

Sullivant, Seth

 
9781470475109: Algebraic Statistics (Graduate Studies in Mathematics)
Tapa blanda
ISBN 10: 1470475103 ISBN 13: 9781470475109
Editorial: American Mathematical Society, 2018

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Seth Sullivant, North Carolina State University, Raleigh, NC.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
American Mathematical Society
Año de publicación
2018
Idioma
Inglés
ISBN 10 
1470475103
ISBN 13 
9781470475109
Encuadernación
Tapa blanda
Número de páginas
490
Contacto del fabricante
no disponible
Persona responsable
no disponible