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

Name: Statistical Foundations, Reasoning and Inference
Brand: Springer Nature Switzerland AG
SKU: 9783030698263
Price: 19800 KES
Availability: OutOfStock
ISBN: 9783030698263

2021 ed.

by Christian Heumann , Göran Kauermann , Helmut Küchenhoff

Book Details

Format Hardback

Book Series Springer Series in Statistics

ISBN-10 3030698262

ISBN-13 9783030698263

Edition 2021 ed.

Publisher Springer Nature Switzerland AG

Imprint Springer Nature Switzerland AG

Country of Manufacture GB

Country of Publication GB

Publication Date Oct 1st, 2021

Print length 356 Pages

Weight 720 grams

Dimensions 16.30 x 24.20 x 2.80 cms

Product Classification: Probability & statistics Probability and statistics Algorithms & data structures Algorithms and data structures Data mining Artificial intelligence Artificial intelligence (AI)

KSh 19,800.00

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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.

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.

Get Statistical Foundations, Reasoning and Inference by Christian Heumann, Göran Kauermann at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Nature Switzerland AG and it has 356 pages.