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Study design for qualitative methods

Method comparison study requirements and dataset layout for qualitative methods.

Requirements

  • 2 qualitative (binary / semi-quantitative) variables.

Dataset layout for a two qualitative tests

Use a column for the reference/comparative method, and a column for the test method; each row has the values of the variables for a case (Subject).

Subject (optional) Reference/Comparative method Test method
1 + +
2 - -
3 + +
4 - -
5 - -
6 - -
7 + +
8 + -
9 - -
10 - -
… … …

Frequency form dataset layout for two qualitative tests

Use a column for the reference/comparative method, and a column for the test method and a column for the number of cases (Frequency); each row has the values of the variables and the frequency count.

Reference / Comparative method Test method Count
+ + 32
+ - 1
- + 3
- - 38
Available in Analyse-it Editions
Method Validation edition
Ultimate edition

  •  What is Analyse-it?
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  •  Distribution
  •  Compare groups
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  •  Item reliability
  •  Fit model
  •  Method comparison / Agreement
  •  Correlation coefficient
  •  Scatter plot
  •  Fit Y on X
  •  Fitting ordinary linear regression
  •  Fitting Deming regression
  •  Fitting Passing-Bablok regression
  •  Linearity
  •  Residual plot
  •  Checking the assumptions of the fit
  •  Average bias
  •  Estimating the bias between methods at a decision level
  •  Testing commutability of other materials
  •  Difference plot (Bland-Altman plot)
  •  Fit differences
  •  Plotting a difference plot and estimating the average bias
  •  Limits of agreement (LoA)
  •  Plotting the Bland-Altman limits of agreement
  •  Mountain plot (folded CDF plot)
  •  Plotting a mountain plot
  •  Partitioning and reducing the measuring interval
  •  Agreement measures for binary and semi-quantitative data
  •  Chance corrected agreement measures for binary and semi-quantitative data
  •  Agreement plot
  •  Estimating agreement between two binary or semi-quantitative methods
  •  Study design
  •  Study design for qualitative methods
  •  Measurement systems analysis (MSA)
  •  Reference interval
  •  Diagnostic performance
  •  Survival/Reliability
  •  Control charts
  •  Process capability
  •  Pareto analysis
  •  Study Designs
  •  Bibliography



Version 6.15
Published 18-Apr-2023
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Statistical analysis and method validation software for Microsoft Excel.

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