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Fit Y on X

Regression of Y on X describes the linear relationship between the methods.

  • Ordinary linear regression
    Ordinary linear regression fits a line describing the relationship between two variables assuming the X variable is measured without error.
  • Deming regression
    Deming regression is an errors-in-variables model that fits a line describing the relationship between two variables. Unlike ordinary linear regression, it is suitable when there is measurement error in both variables.
  • Passing-Bablok regression
    Passing-Bablok regression fits a line describing the relationship between two variables. It is robust, non-parametric, and is not sensitive to outliers or the distribution of errors.
Related concepts
Correlation coefficient
Scatter plot
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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  •  Correlation and association
  •  Principal component analysis (PCA)
  •  Factor analysis (FA)
  •  Item reliability
  •  Fit model
  •  Method comparison / Agreement
  •  Correlation coefficient
  •  Scatter plot
  •  Fit Y on X
  •  Ordinary linear regression
  •  Deming regression
  •  Passing-Bablok regression
  •  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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