| Model Info | |||||
|---|---|---|---|---|---|
| Info | Value | Comment | |||
| Model Type | Custom | Model with custom family | |||
| Call | glm | Consumo ~ 1 + Dia + Energia + I(Dia^2) + Energia:Dia + I(Dia^3) + (0 + Energia + I(Dia^2) + I(Dia^3) | Box) | |||
| Link function | Identity | Coefficients in the same scale of y | |||
| Distribution | Gamma | Skewed continuous distribution | |||
| LogLikel. | -1365.29709 | Unconditional Log-Likelihood | |||
| -2*LogLikel. | 2730.59419 | Unconditional absolute deviance | |||
| Deviance | 0.38506 | Conditional relative deviance | |||
| R-squared | NaN | Marginal | |||
| R-squared | NaN | Conditional | |||
| AIC | 2756.59000 | Less is better | |||
| BIC | 2800.94559 | Less is better | |||
| Residual DF | 211.00000 | ||||
| Chi-squared/DF | 0.00185 | Overdispersion indicator | |||
| Converged | yes | ||||
| Optimizer | bobyqa | ||||
| Note. boundary (singular) fit: see help('isSingular') | |||||
| [3] | |||||
| Fixed Effect Omnibus tests | |||||||
|---|---|---|---|---|---|---|---|
| X² | df | p | |||||
| Dia | 41.69640 | 1.00000 | < .00001 | ||||
| Energia | 5.05485 | 1.00000 | 0.02456 | ||||
| Dia² | 1704.96011 | 1.00000 | < .00001 | ||||
| Energia ✻ Dia | 698.47259 | 1.00000 | < .00001 | ||||
| Dia³ | 121.55261 | 1.00000 | < .00001 | ||||
| Fixed Effects Parameter Estimates | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 95% Confidence Interval | |||||||||||||
| Names | Estimate | SE | Lower | Upper | z | p | |||||||
| (Intercept) | 189.63829 | 59.93207 | 72.17360 | 307.10298 | 3.16422 | 0.00155 | |||||||
| Dia | -31.66701 | 4.90408 | -41.27884 | -22.05519 | -6.45727 | < .00001 | |||||||
| Energia | 0.04217 | 0.01876 | 0.00541 | 0.07893 | 2.24830 | 0.02456 | |||||||
| Dia² | 7.67738 | 0.18593 | 7.31296 | 8.04180 | 41.29116 | < .00001 | |||||||
| Dia³ | -0.06768 | 0.00256 | -0.07270 | -0.06266 | -26.42863 | < .00001 | |||||||
| Dia ✻ Energia | -0.01190 | 0.00108 | -0.01402 | -0.00979 | -11.02509 | < .00001 | |||||||
| Random Components | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Groups | Name | SD | Variance | ICC | |||||
| Box | Energia | 0.00000 | 0.00000 | ||||||
| Dia² | 0.10421 | 0.01086 | |||||||
| Dia³ | 0.00239 | 0.00001 | |||||||
| Residual | 0.04376 | 0.00191 | |||||||
| Residuals | 0.04376 | 0.00191 | . | ||||||
| Note. Number of Obs: 224 , groups: Box 28 | |||||||||
| Random Parameters correlations | |||||||
|---|---|---|---|---|---|---|---|
| Groups | Param.1 | Param.2 | Corr. | ||||
| Box | Energia | Dia² | NaN | ||||
| Energia | Dia³ | NaN | |||||
| Dia² | Dia³ | -0.85545 | |||||
| Estatística Descritiva | |||
|---|---|---|---|
| MixzLM_RES_Consumo | |||
| N | 224 | ||
| Omisso | 0 | ||
| Média | -0.00058 | ||
| Mediana | -0.00110 | ||
| Desvio-padrão | 0.04155 | ||
| Mínimo | -0.10388 | ||
| Máximo | 0.17446 | ||
[1] The jamovi project (2023). jamovi. (Version 2.4) [Computer Software]. Retrieved from https://www.jamovi.org.
[2] R Core Team (2022). R: A Language and environment for statistical computing. (Version 4.1) [Computer software]. Retrieved from https://cran.r-project.org. (R packages retrieved from CRAN snapshot 2023-04-07).
[3] Gallucci, M. (2019). GAMLj: General analyses for linear models. [jamovi module]. Retrieved from https://gamlj.github.io/.