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@book{1337262,
author = {Pekár, Stanislav and Brabec, Marek},
address = {Brno},
edition = {1. vyd.},
keywords = {GLM; statistics; data analysis},
howpublished = {tištěná verze "print"},
language = {cze},
location = {Brno},
isbn = {978-80-210-8019-5},
publisher = {Masarykova univerzita},
title = {Modern Analysis of Biological Data. Generalized Linear Models in R},
url = {https://is.muni.cz/obchod/baleni/94431},
year = {2016}
}
TY - BOOK
ID - 1337262
AU - Pekár, Stanislav - Brabec, Marek
PY - 2016
TI - Modern Analysis of Biological Data. Generalized Linear Models in R
PB - Masarykova univerzita
CY - Brno
SN - 9788021080195
KW - GLM
KW - statistics
KW - data analysis
UR - https://is.muni.cz/obchod/baleni/94431
N2 - The book is focused on regression models, specifically generalized linear models (GLM). It is intended for biology students and scholars and requires only basic statistical knowledge, gained e.g. in an one-semester course of biostatistics. The text includes a minimum of statistical theory and eighteen real examples from biology. Each example consists of a description of a problem, aims, development of statistical models, analysis, diagnosis, and conclusion. Analysis is performed using R. All examples were selected to show a variety of problems and potential pitfalls that can arise during statistical analysis. At the same time, examples show how to think about the statistical models and how to use them. Analyses can be practised by readers using the data that come with the book.
ER -
PEKÁR, Stanislav and Marek BRABEC. \textit{Modern Analysis of Biological Data. Generalized Linear Models in R}. 1. vyd. Brno: Masarykova univerzita, 2016, 226 pp. ISBN~978-80-210-8019-5.
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