Statistical Foundations, Reasoning and Inference

Name: Statistical Foundations, Reasoning and Inference
Brand: Springer, Berlin
SKU: 9783030698294
Price: 83.0 EUR
Availability: InStock

For Science and Data Science

Autor: Göran Kauermann, Helmut Küchenhoff, Christian Heumann

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

Odosielame za 5-8 dní

83.00 €

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

Informácie o knihe

Autor

Göran Kauermann, Helmut Küchenhoff, Christian Heumann

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2022

Stránok

356

EAN

9783030698294

Enbook ID

41526960

Vydavateľ

Springer, Berlin

Hmotnosť

563

Rozmery

155 x 235 x 21

Kompletný popis

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

For Science and Data Science

Informácie o knihe

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