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Statistical Foundations, Reasoning and Inference - For Science and Data Science (Hardcover, 1st ed. 2021)
Loot Price: R2,651
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Statistical Foundations, Reasoning and Inference - For Science and Data Science (Hardcover, 1st ed. 2021)
Series: Springer Series in Statistics
Expected to ship within 9 - 15 working days
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Total price: R2,671
Discovery Miles: 26 710
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This textbook provides a comprehensive introduction to statistical
principles, concepts and methods that are essential in modern
statistics and data science. The topics covered include
likelihood-based inference, Bayesian statistics, regression,
statistical tests and the quantification of uncertainty. Moreover,
the book addresses statistical ideas that are useful in modern data
analytics, including bootstrapping, modeling of multivariate
distributions, missing data analysis, causality as well as
principles of experimental design. The textbook includes sufficient
material for a two-semester course and is intended for master's
students in data science, statistics and computer science with a
rudimentary grasp of probability theory. It will also be useful for
data science practitioners who want to strengthen their statistics
skills.
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