Supplementary Table S5.docx

This file is part of "Statistical analysis (GLMM) for: Implications of the existence of separated sexual forms of Opuntia robusta for plant defense hypotheses".

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Janczur, Mariusz Krzysztof; Sandoval-Molina, Mario Alberto; González-Camarena, Emilio, 2020, "Supplementary Table S5.docx", Statistical analysis (GLMM) for: Implications of the existence of separated sexual forms of Opuntia robusta for plant defense hypotheses, https://doi.org/10.7910/DVN/USSQ3F/71JJQR, Harvard Dataverse, V1
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Janczur, Mariusz Krzysztof; Sandoval-Molina, Mario Alberto; González-Camarena, Emilio, 2020, "Statistical analysis (GLMM) for: Implications of the existence of separated sexual forms of Opuntia robusta for plant defense hypotheses", https://doi.org/10.7910/DVN/USSQ3F, Harvard Dataverse, V1, UNF:6:1olteIpxz9qqtQ6OSX72Xg== [fileUNF]
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File Persistent ID doi:10.7910/DVN/USSQ3F/71JJQR
MD5 1295d04710a9bd5a96735062fa599f52
Deposit Date 2020-08-10
Metadata Release Date 2020-08-13
Publication Date 2020-08-13
Size 59.8 KB
Type MS Word
Description We analyze the effect of different variables on the concentrations of 4-Hydroxybenzoic acid (4-HBA), chlorogenic acid (CGA) and quercetin (QUE) in female and hermaphrodite individuals of Opuntia robusta from San Nicolas Tecoaso, Municipality of Singuilucan, Hidalgo State, Central Mexico, using general linear mixed models (GLMM). To analyze the effect of months and age on 4-HBA concentrations, we used the Gamma error distribution (GED) and the inverse link function. For the effect of months on CGA concentrations, we used GED and log link functions. For the effect of cladode age on CGA concentrations, GED and inverse link functions. For the effect of months on QUE concentration, GED and log link functions. For the effect of cladode age on QUE concentration, GED and inverse link function. For the models that related substances with cladode length, width and thickness, we used different models: for 4-HBA concentrations we used a GED with square root link function. For CGA concentrations, GED and identity link function, and for QUE concentrations, GED and inverse link function. To test the effect of cladodes order from soil on the concentrations of the three substances, we used GED and square root link function. To test the effect of the number of cladodes above a given cladode on the concentrations of the three substances, we used GED and inverse link function. We checked the goodness of fit of the linear models (GLMM) by plotting the standardized residuals against fitted values and by normal QQ‐plots, and revised the assumptions of the homoscedasticity, proper distribution used, and independence. We chose the best GLM model used in this study according to the lowest AIC (Akaike, 1974; Akaike, 1987). (2020-08-09)
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