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Overview. Attribute Agreement Analysis is used to assess the agreement between the ratings made by appraisers and the known standards. You can use Attribute Agreement Analysis to determine the accuracy of the assessments made by appraisers and to identify which items have the highest misclassification rates.
The 95 percent 'limits of agreement' is calculated as the mean of the two values, minus and plus 1.96 standard deviations. This 95 percent limits of agreement should contain the difference between the two measuring systems for 95 percent of future measurement pairs.
Limits of agreement estimate the interval within which a proportion of the differences between measurements lie. The limits of agreement includes both systematic (bias) and random error (precision), and provide a useful measure for comparing the likely differences between individual results measured by two methods.
When two instruments or techniques are used to measure the same variable on a continuous scale, the BlandAltman plots can be used to estimate agreement. This plot is a scatter plot of the difference between the two measurements (Y-axis) against the average of the two measurements (X-axis).
Limits of agreement estimate the interval within which a proportion of the differences between measurements lie. The limits of agreement includes both systematic (bias) and random error (precision), and provide a useful measure for comparing the likely differences between individual results measured by two methods.