However, the normative and binary nature of the Indicator obscures the political complexity of establishing cooperative processes and has the potential to present a false depiction of the extent of cooperation that is occurring over shared waters.
The pictures were created using a film-based camera but technology was present as a concept, like in the binary nature of the lines and shadows.
Although clustering effects on the FP level were assumed likely, confidence intervals presented were not corrected for clustering due to the small cluster size and binary nature of the outcome.
To accommodate the binary nature of the sensations and potentially correlated factors, robust EFA (unweighted least-squares estimation using tetrachoric correlations with PROMAX rotation) was used to produce solutions composed of one, two and three factors using the software Mplus version 4 [ 21].
Furthermore, the data for this study was collected from a small number of respondents who provided key information to evaluate if the program meets or does not meet the criteria; it is therefore possible that responses would have been more heterogeneous if more people were surveyed but this variability should be limited by the objective and binary nature of the Blue Cross/Shield's criteria.
Due to the binary nature of the AFLP data and the difference in probabilities between 1 to 0 and 0 to 1 state changes, we chose the restriction "noinvariantsites" option and the "noabsentsites" option.
Potential weaknesses of this study are also discussed, including the possible causal relation between independent variables and the binary nature of the dependent variable.
This seemingly simple 'fact' of 'perceiving' the binary nature of the process – sound and meaning – has been recognised since the very beginning of deliberations on language.
Given the data structure and the binary nature of the outcomes, a multilevel logistic regression was performed.
To allow for this data structure, and the binary nature of the outcome variable (choice of psychiatry or not), the analysis was performed using multilevel logistic regression methods.
