- Добавил: literator
- Дата: 8-10-2022, 12:02
- Комментариев: 0

Автор: Lukas Meier
Издательство: CRC Press
Серия: The R Series
Год: 2023
Страниц: 202
Язык: английский
Формат: pdf (true)
Размер: 11.4 MB
ANOVA and Mixed Models: A Short Introduction Using R provides both the practitioner and researcher a compact introduction to the analysis of data from the most popular experimental designs. Based on knowledge from an introductory course on probability and statistics, the theoretical foundations of the most important models are introduced. The focus is on an intuitive understanding of the theory, common pitfalls in practice, and the application of the methods in R. From data visualization and model fitting, up to the interpretation of the corresponding output, the whole workflow is presented using R. The book does not only cover standard ANOVA models, but also models for more advanced designs and mixed models, which are common in many practical applications.