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MRF offer a powerful representation for reasoning on large sets of random variables in interaction.
(1) to (3), including the education and age share variables in interaction.
Because Hayes (2005) has shown that centering variables in interaction effects in multiple regressions is often ineffective, we did not center the variables.
Explaining cultural, ethnic, or racial disparities in use of health services is a complex endeavor, requiring analysis of predisposing, structural, access, and other variables in interaction [ 75- 78].
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We include this variable in interaction with the sex of the respondent because primarily women's employment will affect contact with parents.
Patient age and sex were not significant predictors of utility (either as individual variables or in interaction with pain score), so these covariates were not included in the model.
The four interacting variables p-p'-DDE, PCB 170, Cd and MMP have been correctly identified as important variables and as variables participating in interactions.
Thus, failure to appreciate the potentially infinite number of variables in constant interaction with each other is to dramatically reduce complexity (Boisot, 1987, 2000; Boisot & Child, 1999).
The two-way interactions are not discussed further since the variables in these interactions were involved in a three-way interaction.
The final LMM of travel speed included the variable Road in interaction with Reproduction, and Time of day (Table 2).
For example, does it relate to the ability of RF to yield high individual VIMs for predictor variables involved in interactions [ 31], the possibility to directly identify which predictor variables interact with each other by examining a RF [ 32, 1], or the combination of RF with other analysis tools with the aim of identifying interactions [ 30]?
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