Question
Use the journal, (Djurichkovic, L. D., Donelson, J. M., Fowler, A. M., Feary, D. A., & Booth, D. J. (2019). The effects of water temperature
Use the journal, (Djurichkovic, L. D., Donelson, J. M., Fowler, A. M., Feary, D. A., & Booth, D. J. (2019). The effects of water temperature on the juvenile performance of two tropical damselfishes expatriating to temperate reefs. Scientific Reports, 9. https://doi.org/10.1038/s41598-019-50303-z).
The journal article by Djurichkovic et al. (2019), "The effects of water temperature on the juvenile performance of two tropical damselfishes expatriating to temperate reefs," published in Scientific Reports, utilizes a form of generalized linear mixed model (GLMM) in its study. Specifically, it uses a Gaussian GLM.
Using this journal article from Djurichkovic et al. (2019), provide the following information in full detail:
- A full description of why the form of analysis (type of GLM or GLMM) was used, and specifically explain the Gaussian GLM. This should address the characteristics of the response and/or explanatory variables that suggested this form of analysis.
- A listing or sample of the models that were compared with the regression analysis
- A short explanation of the three components of a GLM using at least one model that was evaluated with a minimum of two explanatory variables. This explanation should include these 3 components:
- The error component: Provide a mention of the assumed distribution of the error terms and whether fixed or random effects are involved with each covariate
- The systematic component: Provide an equation showing the model evaluated in a mathematical formulation
- The link component: Provide a description of the link function involved in this form of regression and the formula used to back transform coefficients to real values, if applicable.
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