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An Introduction to Statistics with Python With Applications in the Life Sciences /
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 cod...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
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| Edición: | 1st ed. 2016. |
| Colección: | Statistics and Computing,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-319-28316-6 | ||
| 003 | DE-He213 | ||
| 005 | 20220122013434.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 160720s2016 sz | s |||| 0|eng d | ||
| 020 | |a 9783319283166 |9 978-3-319-28316-6 | ||
| 024 | 7 | |a 10.1007/978-3-319-28316-6 |2 doi | |
| 050 | 4 | |a QA276.4-.45 | |
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| 100 | 1 | |a Haslwanter, Thomas. |e author. |0 (orcid)0000-0002-4460-0003 |1 https://orcid.org/0000-0002-4460-0003 |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 3 | |a An Introduction to Statistics with Python |h [electronic resource] : |b With Applications in the Life Sciences / |c by Thomas Haslwanter. |
| 250 | |a 1st ed. 2016. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2016. | |
| 300 | |a XVII, 278 p. 113 illus., 85 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Statistics and Computing, |x 2197-1706 | |
| 505 | 0 | |a Part I: Python and Statistics -- Why Statistics? -- Python -- Data Input -- Display of Statistical Data -- Part II: Distributions and Hypothesis Tests -- Background -- Distributions of One Variable -- Hypothesis Tests -- Tests of Means of Numerical Data -- Tests on Categorical Data -- Analysis of Survival Times -- Part III: Statistical Modelling -- Linear Regression Models -- Multivariate Data Analysis -- Tests on Discrete Data -- Bayesian Statistics -- Solutions -- Glossary -- Index. | |
| 520 | |a 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. . | ||
| 650 | 0 | |a Mathematical statistics-Data processing. | |
| 650 | 0 | |a Biometry. | |
| 650 | 0 | |a Mathematics-Data processing. | |
| 650 | 0 | |a Compilers (Computer programs). | |
| 650 | 1 | 4 | |a Statistics and Computing. |
| 650 | 2 | 4 | |a Biostatistics. |
| 650 | 2 | 4 | |a Computational Science and Engineering. |
| 650 | 2 | 4 | |a Compilers and Interpreters. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319283159 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319283173 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319803234 |
| 830 | 0 | |a Statistics and Computing, |x 2197-1706 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-319-28316-6 |z Texto Completo |
| 912 | |a ZDB-2-SMA | ||
| 912 | |a ZDB-2-SXMS | ||
| 950 | |a Mathematics and Statistics (SpringerNature-11649) | ||
| 950 | |a Mathematics and Statistics (R0) (SpringerNature-43713) | ||