Detailed Information on Publication Record
2016
Modern Analysis of Biological Data. Generalized Linear Models in R
PEKÁR, Stanislav and Marek BRABECBasic information
Original name
Modern Analysis of Biological Data. Generalized Linear Models in R
Name in Czech
Moderní analýza biologických dat. Zobecněné lineární modely v prostředí R
Authors
PEKÁR, Stanislav and Marek BRABEC
Edition
1. vyd. Brno, 226 pp. 2016
Publisher
Masarykova univerzita
Other information
Language
Czech
Type of outcome
Odborná kniha
Field of Study
10103 Statistics and probability
Country of publisher
Czech Republic
Confidentiality degree
není předmětem státního či obchodního tajemství
Publication form
printed version "print"
References:
ISBN
978-80-210-8019-5
Keywords (in Czech)
GLM; statistika; analyza dat
Keywords in English
GLM; statistics; data analysis
Tags
Tags
Reviewed
Změněno: 1/8/2016 10:29, Mgr. Martina Dvořáková
Abstract
V originále
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.
Links
| MSM0021622416, plan (intention) |
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