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Anotace knihy

This textbook provides an§introduction to the free software Python and its use for statistical data§analysis. It covers common statistical tests for continuous, discrete and§categorical data, as well as linear regression analysis and topics from survival§analysis and Bayesian statistics. Working code and data for Python solutions§for each test, together with easy-to-follow Python examples, can be reproduced§by the reader and reinforce their immediate understanding of the topic. With§recent advances in the Python ecosystem, Python has become a popular language§for scientific computing, offering a powerful environment for statistical data§analysis and an interesting alternative to R. The book is intended for master§and PhD students, mainly from the life and medical sciences, with a basic§knowledge of statistics. As it also provides some statistics background, the§book can be used by anyone who wants to perform a statistical data§analysis. §§

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Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Probability & statistics

• Plný název: Introduction to Statistics with Python
• Podnázev: With Applications in the Life Sciences
• Autor: Thomas Haslwanter
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 278
• EAN: 9783319283159
• ISBN: 3319283154
• ID: 02862450
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 578 g
• Rozměry: 166 × 242 × 23 mm
• Datum vydání: 21. July 2016

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