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Statistical Reference Guide
Diagnostic performance
Predicting the decision threshold
Predict the threshold for a fixed true/false positive rate.
You must have already completed either of the tasks:
Plotting a single ROC curve
Comparing two or more ROC curves
Activate the analysis report worksheet.
On the
Analyse-it
ribbon tab,
in the
Diagnostic Accuracy
group, click
Predict
, and then click:
Option
Description
Fixed FPF
Predict the TPF (Sensitivity) and Threshold at a fixed FPF
Fixed TPF (Sensitivity)
Predicts the FPF and Threshold at a fixed TPF.
Threshold
Predict the TPF (Sensitivity) and FPF at a decision threshold.
The analysis task pane
Decision
panel opens.
In the
TPF / FPF / Threshold
edit box, type the value at which to determine the other parameters.
If you want a plot of the sensitivity and specificity for each decision threshold:
On the
Analyse-it
ribbon tab,
in the
Diagnostic Accuracy
group, click
Decision Threshold
.
The analysis task pane
Decision
panel opens.
In the
Plot
drop-down list, select
Sensitivity / Specificity
.
Click
Recalculate
.
Related concepts
Decision thresholds
Decision plot
Related tasks
Comparing the sensitivity and specificity two diagnostic tests
Finding the optimal decision threshold
Available in Analyse-it Editions
Method Validation edition
Ultimate edition
What is Analyse-it?
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Administrator's Guide
User's Guide
Statistical Reference Guide
Distribution
Compare groups
Compare pairs
Contingency tables
Correlation and association
Principal component analysis (PCA)
Factor analysis (FA)
Item reliability
Fit model
Method comparison / Agreement
Measurement systems analysis (MSA)
Reference interval
Diagnostic performance
Measures of diagnostic accuracy
Estimating sensitivity and specificity of a diagnostic test
Comparing the sensitivity and specificity two diagnostic tests
ROC plot
Plotting a single ROC curve
Comparing two or more ROC curves
Area under the curve (AUC)
Testing the area under the curve
Difference between the areas under two curves
Testing the difference between the areas under two curves
Decision thresholds
Decision plot
Finding the optimal decision threshold
Predicting the decision threshold
Study design
Survival/Reliability
Control charts
Process capability
Pareto analysis
Study Designs
Bibliography
Version 6.15
Published 18-Apr-2023
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