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College is just an additional selection mechanism.
As a consequence, a selection procedure was performed.
As clinical expertise is expected to complement statistically based prognostic research we showed that an expert panel of health care professionals and researchers indeed selected additional predictors compared to a statistical selection procedure, emphasizing the expected value of age, shoulder pain intensity and psychological factors.
This is performed using a forward selection procedure where an identified QTL is included as a known quantity when searching for an additional QTL.
Final regression models were selected using a forward selection procedure.
Primary variable selection was a stepwise selection procedure, a combination of forward and backward variable selection.
In addition, the selection procedure adds significantly to the cost of an autologous procedure and potentially requires additional numbers of CD34+ cells to be harvested.
For the final multivariable model, we included variables that individually changed the effect estimate by at least 3%% (n = 9) and added additional variables that changed the estimate by 1%% by applying a forward selection procedure.
Odds ratios were adjusted using multiple logistic regression with two additional strategies: full model (i.e. with all candidate variables) and a backward selection procedure.
Additional, variables were removed through a stepwise backward selection procedure, using restricted likelihood ratio tests (critical p-value at 0.10).
We applied an aggressive feature selection procedure.
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