Titlebook: Generalized Linear Mixed Models with Applications in Agriculture and Biology; Josafhat Salinas Ruíz,Osval Antonio Montesinos Lóp Book‘‘‘‘‘

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Generalized Linear Mixed Models for Proportions and Percentages, (i.e., trials with only two possible outcomes: success or failure), where all trials have the same probability of success. For binary and binomial distributions, the target of inference is the value of the parameter such that .. Continuous proportions (ratios) arise when the researcher measures res

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several responses variable are no continuous and no normall.This open access book offers an introduction to mixed generalized linear models with applications to the biological sciences, basically approached from an applications perspective, without neglecting the rigor of the theory. For this reaso

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Book‘‘‘‘‘‘‘‘ 2023om an applications perspective, without neglecting the rigor of the theory. For this reason, the theory that supports each of the studied methods is addressed and later - through examples - its application is illustrated. In addition, some of the assumptions and shortcomings of linear statistical mo

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https://doi.org/10.1007/978-3-319-76744-4he biological sciences and are fairly well understood for normally distributed data but less so with binary, ordinal, count data, and so on. Nevertheless, recent developments in statistical computing methodology and software have greatly increased the number of tools available for analyzing categorical data.