Choice of link and variance function for generalized linear mixed models: a case study with binomial response in proteomics
| Autor: | Hans-Peter Piepho, Kenneth W. Berendzen, Waqas Ahmed Malik, Carles Marco-llorca |
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| Rok vydání: | 2019 |
| Předmět: |
Statistics and Probability
021103 operations research Binomial (polynomial) 0211 other engineering and technologies 02 engineering and technology Omics Proteomics 01 natural sciences Generalized linear mixed model 010104 statistics & probability Quasi-likelihood Flow (mathematics) Statistics Analysis of variance 0101 mathematics Mathematics Variance function |
| Zdroj: | Communications in Statistics - Theory and Methods. 49:4313-4332 |
| ISSN: | 1532-415X 0361-0926 |
| Popis: | Non-normality is a common phenomenon in data from agricultural and biological research, especially in molecular data (for example; -omics, RNAseq, flow cytometric data, etc.). For over half a centu... |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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