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In addition, multivariable regression models were used to model the hypothesized relations.
We conducted structural equation modeling (SEM) using M plus, version 7, a multivariate statistical technique, to model the hypothesized relationships between multiple independent and dependent variables simultaneously.
Alternatively, an SEM could be fit to the data which would explicitly model the hypothesized pathways between heavy alcohol consumption and CD4 count.
Complex relationships often exist among the variables studied, however, and it may be of interest to explicitly model the hypothesized causal pathways between independent variables and outcomes.
(Equation 18) When one wishes to search for clustering in instances where k approaches N power may be retained by constructing a weight function to model the hypothesized exposure.
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The percentage of change in the ORs is calculated as ((model a model b)/(model a-1)), where model a is the basic model and model b is the model including the hypothesized mediator variable.
Results from structural equation modeling confirmed the hypothesized model, such that both studies confirmed the mediating role of basic psychological need satisfaction in the passion psychological adjustment to retirement relationship.
In model 3, the hypothesized cross-level interactions are addedm.
Before running the model, all the hypothesized explanatory variables were checked for the issue of multicollinearity.
The core model indicating the hypothesized paths for the two key variables (with covariates omitted) is shown in Fig. 1.
The arrows in the SEM-model represent the hypothesized linkages between the dimensions already analysed and the pathways presented in Wilson and Cleary conceptual model [ 15].
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