An Introduction to Statistics With Python: With Applications in the Life Sciences - Couverture rigide

Haslwanter, Thomas

Couverture rigide

ISBN 10 : 3319283154 ISBN 13 : 9783319283159

Editeur : Springer International Publishing AG, 2016

A propos du livre

Présentation de l'éditeur

This text book 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 addresses the needs of 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.

Détails de l'édition

• Éditeur: Springer International Publishing AG
• Date d'édition: 2016
• ISBN 10: 3319283154
• ISBN 13: 9783319283159
• Reliure: Relié
• Langue: anglais
• Numéro d'édition: 1
• Nombre de pages: 278