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The sample size was calculated (NCSS/PASS 11) [ 20] using the output of logistic regression models with pain as a binary response variable, on a continuous predictor (posture angles) and inflated to account for ineligibility (described above) and likely attrition over 12 months.
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The probabilistic output of the logistic was significantly related to the raw ignition index (Spearman correlation of 0.710) used by the Spanish Forest Service.
We present the results as proportions, output of the logistic regression as Odds Ratios (OR) with 95% Confidence Intervals.
An output of this logistic regression exercise, based on the model parameter estimates and the values for each patient of the independent variables for that patient, was a predicted probability of 30-day mortality for that patient.
The output of the logistic regression model can then be regarded as an estimate of the Bayesian a posteriori probability of class membership, i.e. (3) y (N ) ≈ P (t = 1| N ) Chasles' theorem (Chasles, 1830) states that the most general displacement of a rigid body is a screw movement about a unique screw axis.
Note that for a single predictor (for example, NGAL), the ROC curve based on an output of a logistic regression model is identical to the ROC curve based directly on the predictor, and any cut points will be the same when interpreted in terms of the predictor.
Also note that we used the standardised outputs of the logistic regression classifiers to calculate the AUC values.
The outputs of the logistic regression models were plotted, showing the adjusted odds ratios (OR) and the 95%% confidence intervals (95%% CI).
Table 3 summarises the output of the multivariate logistic regression model showing the independent associations between these socio-demographic characteristics and multimorbidity.
The 'predicted suitability' values for the occurrence localities have been extracted from the logistic output of Maxent.
The logistic output of the IRV can be interpreted as a probability and directly encodes the confidence of each prediction [47, 48].
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