Sentences with phrase «of scree plot»

A principal components factor analysis was then conducted to determine whether the remaining items all loaded a single factor based on both the slope of scree plot as well as examination of the eigenvalues.

However, an inspection of the scree plot indicated that a three - factor solution would provide a best fit for the data, as inflexions justified the removal of components 4, 5, 6, and 7; retained factors are presented in Table 1.

Not exact matches

Choice of number of factors was based on a combination of theory (based on previous literature) and points of inflection on the scree plots.

Decisions on the number of components to extract were based on parallel analysis, Kaiser's eigenvalue - greater - than - one rule, total proportion of variance explained and Cattell's scree plot.

Although a scree plot has a limitation in terms of its subjectivity, it is considered more suitable than the Kaiser method [25].

Two component solutions were examined: (1) component extraction based on a parallel analysis, proportion of variance explained, Kaiser's eigenvalue - greater - than - one rule and on the examination of Cattell's scree plot and (2) a three - component solution as originally conceptualised in the VAWI.

Factor analysis of the 30 remaining items was then conducted; the scree plot indicated a one - factor solution, having an eigenvalue of 13.1 and accounting for 43.5 % of the variance.

We selected factors using eigenvalue scree plots, and chose a factor - loading threshold of 0.3, taking the higher - loaded variable where there was cross-loading (Table 1).