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When comparing the model including interaction terms (model 5) with model 4 we found no improvement in the ability to predict the subjects' disease status (Table 2); the global p-value was 0.98 and none of the included interaction terms were significant.
Statistical second-order model including interaction and polynomial terms was generated for all the response variables.
In bold: selected models for which ΔDIC > 5, i.e. the model including interaction had a smaller DIC.
The Poisson's model including interaction between cohort and period was extrapolated for the years 2000 2010 to obtain future rates.
The BMI associated with minimum mortality was calculated by first estimating the final MFP model (including interaction terms) using logistic regression.
Often, GLMs are used for exploratory data analysis, where one starts with a complex full model including interaction terms and then simplifies by removing non-significant terms.
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A combined model including interactions between all variables indicated that relationships between demographic rates and functional traits supports growth-survival trade-offs and their differences across species in high-dimensional niche space.
The results of the model including interactions are also shown in table 2. Living alone showed the strongest influence (2.34, 1.64 to 3.33) also in the fully adjusted model including interactions.
It is very important to stay with the number of predictors in the full model (including interactions) at least below N /3 (preferentially much lower).
In the model including interactions with the household situation, we found 'male subjects living alone' and 'female subjects living with family' tended to be found later.
The second model includes interaction variables for the boom period and for the LAC countries during the boom.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com