Statistical Foundations, Reasoning and Inference: For Science and Data Science

This textbook provides a comprehensive introduction to statistical principles, concepts and methods that are essential in modern...
$272.34 SGD
$272.34 SGD
SKU: 9783030698294
Product Type: Books
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Author: Göran Kauermann
Format: Paperback
Language: English
Subtotal: $272.34
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Statistical Foundations, Reasoning and Inference: For Science and Data Science by Kauermann, Göran

Statistical Foundations, Reasoning and Inference: For Science and Data Science

$272.34

Statistical Foundations, Reasoning and Inference: For Science and Data Science

$272.34
Author: Göran Kauermann
Format: Paperback
Language: English

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.



Author: Göran Kauermann, Helmut Küchenhoff, Christian Heumann
Publisher: Springer
Published: 10/02/2022
Pages: 356
Binding Type: Paperback
Weight: 1.15lbs
Size: 9.21h x 6.14w x 0.77d
ISBN: 9783030698294

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