Statistical Foundations, Reasoning and Inference

Name: Statistical Foundations, Reasoning and Inference
Brand: Springer Nature Switzerland AG
SKU: 9783030698263
Price: 136.96 EUR
Availability: InStock

Автор: Goeran Kauermann, Helmut Kuchenhoff, Christian Heumann

Език:

Корици: С твърди корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад в ограничено количество

Изпращаме след 11-15 дни

136.96 € 267.88 лв

This textbook provides a comprehensive introduction to statistical principles, concepts and methods...

Информация за книгата

Автор

Goeran Kauermann, Helmut Kuchenhoff, Christian Heumann

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2021

страници

356

EAN

9783030698263

ISBN

3030698262

Enbook ID

36649925

Издател

Springer Nature Switzerland AG

Теглоt

720

Размери

242 x 163 x 28

Пълно описание

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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Statistical Foundations, Reasoning and Inference

Информация за книгата

Пълно описание

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