Table 5.
most frequently selected models | rank | ||||||
---|---|---|---|---|---|---|---|
Predictors | 1 | 2 | 3 | 4 | 5 | B | CCA |
longer duration of complaints | X | X | X | X | X | 1 | 3 |
concomitant lower back pain | X | X | X | X | X | 2 | 2 |
both shoulders afflicted | X | X | - | X | X | 3 | 4 |
concomitant upper extremity pain | X | X | X | - | - | 4 | 6 |
shoulder complaints in the past year | X | - | X | X | - | 5 | - |
sporting injury* | - | 1 | |||||
inability to perform daily activities* | - | 5 | |||||
sporting activities* | - | 7 | |||||
higher physical workload* | - | 8 | |||||
Count | 120 | 96 | 58 | 47 | 37 | ||
% | 24.0 | 19.2 | 11.6 | 9.4 | 7.4 |
* - predictors that appeared in ≥ 40% in the first step of the of the bootstrap model selection are not used in the second step in model selection
rank - the order of appearance of predictors in the derived models arranged by their predictive ability (regression coefficient estimates)
B - the complete case date based bootstrap selected model (i.e. the most frequently occurring combination of predictors in 500 replicate data sets of the second bootstrap model selection step)
CCA - the complete case data based model derived without additional bootstrap did not occur in the bootstrap model selection since some of the included predictors occurred ≥ 40% in the first selection step
Count - the number of times the model was selected in the 500 replicate data sets of the second bootstrap model selection step