Introduction to Statistics with Python
This textbook provides an introduction to the free software Python and its use for statistical data analysis. 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 unde… Celý popis ↓
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Introduction to Statistics with Python
This textbook provides an introduction to the free software Python and its use for statistical data analysis. 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. 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.
The book is intended for master and PhD students, mainly from the life and medical sciences, with a basic knowledge of statistics. 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. 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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- Výrobca
- Springer International Publish
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