ANOVA and Mixed Models: A Short Introduction Using R Meier Lukas
ANOVA and Mixed Models: A Short Introduction Using R Meier Lukas ANOVA and Mixed Models: A Short Introduction Using R provides both the practitioner and researcher a compact introduction to the…
Specifikacia ANOVA and Mixed Models: A Short Introduction Using R Meier Lukas
ANOVA and Mixed Models: A Short Introduction Using R Meier Lukas
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. The focus is on an intuitive understanding of the theory, common pitfalls in practice, and the application of the methods in R. Based on knowledge from an introductory course on probability and statistics, the theoretical foundations of the most important models are introduced.
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.FeaturesAccessible to readers with a basic background in probability and From data visualization and model fitting, up to the interpretation of the corresponding output, the whole workflow is presented using R.