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Statistical Foundations, Reasoning and Inference
- For Science and Data Science
Engelsk
Bogcover for Statistical Foundations, Reasoning and Inference af Helmut Kuchenhoff, Christian Heumann, Goran Kauermann, 9783030698263
Specifikationer
Sprog:
Engelsk
Sider:
356
ISBN-13:
9783030698263
Indbinding:
Hardback
ISBN-10:
3030698262
Udg. Dato:
1 okt 2021
Størrelse i cm:
16,3 x 24,2 x 2,8
Oplagsdato:
1 okt 2021

Statistical Foundations, Reasoning and Inference

- For Science and Data Science
Engelsk
Format:

Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
356
ISBN-13:
9783030698263
Indbinding:
Hardback
ISBN-10:
3030698262
Udg. Dato:
1 okt 2021
Størrelse i cm:
16,3 x 24,2 x 2,8
Oplagsdato:
1 okt 2021
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