Sentences with phrase «variance predictor variables»

That will result in higher variance predictor variables tending to be more dominant in the decomposition than lower variance ones, and more highly weighted in the PLS components.

Not exact matches

In Step 1, we conducted one - way analysis of variance (ANOVA) to determine whether there were site differences on the predictor and criterion variables.

The hypothesis that nation attachment would account for variance in acculturation over and above the other predictor variables was examined with a hierarchical linear model (HLM), where participants (Level 1) were nested in their country of origin (Level 2).

Intercorrelations among predictor variables are summarized in Table I. To control for the influence of the child's age, duration with diabetes, and family structure (single - parent or two - parent family), we entered these variables into the regression equation in step 1, and these variables accounted for 11 % of the variance in metabolic control, F (3, 105) = 4.42, p <.01.

Predictor variables were allowed to covary freely; notation left out of diagram for clarity (likewise for variances; see table 2 for complete results).

Moreover, the possibility of common method variance could be reduced even more by measuring the predictor and outcome variables separated in time, such as across two daily diary surveys (i.e., experience sampling design) were employees are instructed to fill out their experienced levels of workload at the end of the workday and the experienced levels of detachment and marital satisfaction right before bedtime (Podsakoff et al., 2003).

As expected, the Positive profile was the strongest predictor of global marital satisfaction (B = 0.81, p <.001), explaining 37 % of unique variance above and beyond the other two profiles and control variables.

When the three predictor variables were included in the model, they accounted for 34 % of the variance in overall emotional distress.

Prior to specifying the within - person part of the two - level path model, we person - mean centered the level 1 predictor variables (i.e., workload and squared workload) at an employee's individual mean to eliminate between - person variance (Hofmann et al., 2000).

Parent report is often used instead of children's self - report, but relying on one informant (e.g., parent report) for outcome and predictor variables can lead to overestimates of associations because of common method variance (Lindell and Whitney 2001; Richardson et al. 2009).

In a study conducted by Lewin et al. (2006), critical parenting was found to be the strongest predictor, among several predictors comprising a family variable composite, accounting for the largest portion of variance in glycemic control (β =.38 p <.001).