The essentials on linear regression, ANOVA, general linear and linear mixed models for the chemist
(2020) , 42 pages
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DP202012_TheessentialsonlinearregressionANOVAgenerallinearandlinearmixedmodelsforthechemist_dial.pdf
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Details
- Authors
Govaerts, Bernadette 
Marion, Rebecca Thiel, Michel
- Abstract
- This text provides a brief and accessible guide for implementing general, ANOVA and linear mixed models for the analysis of real world data from chemistry, industrial, bio or life-sciences experiments. The reader is introduced to the main concepts and vocabulary of the subject and to the main statistical methods available for formalizing, estimating and performing statistical inference on these models. Mathematical notations are not avoided but kept accessible, methods are illustrated on several detailed applications and the use of appropriate computer software is discussed.
- Affiliations
Citations
Govaerts, B., Francq, B. G., Marion, R., Martin, M., & Thiel, M. (2020). The essentials on linear regression, ANOVA, general linear and linear mixed models for the chemist (Discussion Paper 2020/12). https://hdl.handle.net/2078.5/171026