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Table 4 shows the first 11 correlations (including the zero lag) for the 2 entry variables.
The evaluation of the adjustment for the transfer function may be observed by means of the cross correlations among the residuals and the entry variables.
Thus, it is acceptable to consider that the cross correlations of the three entry variables with the residuals from the model have been non-significant, indicating that the transfer function model offers a reasonable adjustment to the data collected.
Cialdini et al. define consistency as the 'tendency to base one's responses to incoming stimuli on the implications of existing (prior entry) variables, such as previous expectancies, commitments and choices' [33].
Significant variables were further used to build multinomial logistic regression models by backward stepwise modelling, with age and the fold change of weight always as forced entry variables.
Entry variables are those that spark off recommendations whereas output variables are those that make up the recommendations.
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It also comes with features such as remote entry, variable speed wipers, and a headrest and shoulder harness for the middle position of the rear seat.
where ws(B) = w 0 – w 1B –··· wsBs, δr(B) = 1 – δ 1B – ··· δrB r, and b is a discrepancy parameter that represents the lag of present time which occurs before the impulse of the entry variable may produce an effect over the exit variable.
Thus, only block 1 included a forced entry variable, average PGP, as we wanted to explore unadjusted and adjusted effects of PGP on weeks of sick leave.
With this set of parameters, a forward entry variable selection procedure was implemented where each variable was tested in turn, in addition to human population, producing a model with two predictors.
As this was a secondary analysis of a randomized trial, the original group assignment (dietary intervention vs. no intervention) from the ROLO study was also included as a forced entry variable.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com