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Results: Pearson's correlations between each predictor variable of IM temperature during cryotherapy were skin temperature, r =.46; skinfold, r =.37; time, r = −.59; core temperature, r =.21; and room temperature, r = −.47.
We first examined the relationship between each predictor variable and the adoption of at least a "basic" EMR using chi-squared statistics.
Partial dependency plots were used for interpretation and to quantify the relationship between each predictor variable and the disease, after accounting for the average effect of all other predictor variables in the model.
The Pearson correlations (r) between each predictor variable and Δabsorbance are presented in Table 1.
Unadjusted analyses will be performed to determine the association between each predictor variable of interest and fracture outcome.
The nomogram is also useful to visualise the associations between each predictor variable and the risk of LN metastasis.
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To identify factors associated with incontinence that differed in African American, non-Hispanic white, American Indian/Alaskan Natives, and Hispanic women, we examined interactions between race and each predictor variable, adjusting for clinic site.
Univariate analyses were performed using logistic regression models for each treatment separately and combined to determine potential associations between radiographic progression and each predictor variable.
Finally, we tested for evidence of the constant risk fallacy by testing for interactions between the centre and each predictor variable in the model individually against outcome (death at seven days) to investigate whether the risk for a given factor was constant across centres, as evidence of interactions indicates that risk is not constant between centres.
To illustrate the associations between each of the final predictor variables and time to switching, a graph of the Kaplan-Meier estimated survival distribution was produced in a univariate fashion separately for each predictor variable.
The relationship between each potential predictor variable and time to switching was assessed univariately using Cox proportional hazards regression.
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