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Algebraic Statistics (Hardcover)
Loot Price: R4,100
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Algebraic Statistics (Hardcover)
Series: Graduate Studies in Mathematics
Expected to ship within 12 - 17 working days
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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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