Research Article
Year 2023,
Volume: 07 Issue: 2, 10 - 16, 23.12.2023
Abstract
References
- J.M. Bland, D.G. Altman, Measuring Agreement in Method Comparison Studies, Statistical methods in medical research, 8-2 (1999) 135-160. Doi: 10.1177/096228029900800204.
- D.G. Altman, J.M. Bland, Measurement in medicine: the analysis of method comparison studies, Statistician, 32 (1983) 307-17. Doi: 10.2307/2987937.
- R.B. Payne, Method comparison: evaluation of least squares, Deming and Passing/Bablok regression procedures using computer simulation, Annals of clinical biochemistry, 34-3 (1997) 319-320.
- S. Hollis, Analysis of method comparison studies, Ann Clin Biochem, 33 (1996) 1-4.
- B. Mayer, W. Gaus, U. Braisch, The fallacy of the Passing-Bablok-regression, Jokull, 66-6 (2016) 95-106.
- H. Passing, W. Bablok, A new biometrical procedure for testing the equality of measurements from two different analytical methods. Application of linear regression procedures for method comparison studies in clinical chemistry, Part I, J Clin Chem Clin Biochem, 21 (1983) 709-20.
- H. Passing, W. Bablok, Comparison of several regression procedures for method comparison studies and determination of sample sizes application of linear regression procedures for method comparison studies in clinical chemistry, part II, J Clin Chem Clin Biochem, 22 (1984) 431–445.
- K. Linnet, Evaluation of regression procedures for methods comparison studies, Clinical chemistry, 39-3 (1993) 424-432.
- W. Bablok, H. Passing, R. Bender, B. Schneider, A general regression procedure for method transformation, Application of linear regression procedures for method comparison studies in clinical chemistry, Part III, J Clin Chem Clin Biochem, 26 (1988) 783 – 90.
- W. Bablok, H. Passing, Application of statistical procedures in analytical instrument testing, Journal of Analytical Methods in Chemistry, 7 (1985) 74-79.
- J.W. Tukey, Exploratory Data Analysis, Addison-Wesley pb, (1977).
- D. Giavarina, Understanding Bland Altman analysis, Biochemia medica, 25-2 (2015) 141-151. Doi: 10.11613/BM.2015.015.
- R. Wicklin, Passing-Bablok regression in SAS, SAS Blogs, (2022) https://blogs.sas.com/content/iml/2022/02/14/passing-bablok-regression-sas.html [Date of Access: 26.03.2023]
- J.L. Hintze, Passing-Bablok regression for method comparison, NCSS Statistical software (2020) https://www.ncss.com/wp-content/themes/ncss/pdf/Procedures/NCSS/Passing-Bablok_Regression_for_Method_Comparison.pdf [Date of Access: 20.03.2023]
- C. Zaiontz, Real Statistics Using Excel (2020a) https://real-statistics.com/regression/passing-bablok-regression/passing-bablok-regression-basic-concepts/ [Date of Access: 20.03.2023]
- C. Zaiontz, Passing-Bablok Regression Basic Concepts, Real Statistics Using Excel (2020b) https://real-statistics.com/regression/passing-bablok-regression/passing-bablok-regression-basic-concepts/ [Date of Access: 20.03.2023]
Year 2023,
Volume: 07 Issue: 2, 10 - 16, 23.12.2023
Abstract
Type-II regression models are used to compare more than one method that makes the same measurement. The Passing-Bablok regression method, which is one of them, is non-parametric and can yield more successful results than other comparison methods, particularly when there are outliers. In this study, innovations in the calculation of the slope and intercept parameters used in the traditional Passing-Bablok method are proposed. Instead of the median parameter used in the classical model, the use of the trimean parameter is suggested, and the model parameter estimates are adjusted accordingly. The proposed model and classical model predictions were compared on 15 different datasets, eight of which were simulations. It was determined that the proposed model calculations contained fewer errors than the results of the classical method.
References
- J.M. Bland, D.G. Altman, Measuring Agreement in Method Comparison Studies, Statistical methods in medical research, 8-2 (1999) 135-160. Doi: 10.1177/096228029900800204.
- D.G. Altman, J.M. Bland, Measurement in medicine: the analysis of method comparison studies, Statistician, 32 (1983) 307-17. Doi: 10.2307/2987937.
- R.B. Payne, Method comparison: evaluation of least squares, Deming and Passing/Bablok regression procedures using computer simulation, Annals of clinical biochemistry, 34-3 (1997) 319-320.
- S. Hollis, Analysis of method comparison studies, Ann Clin Biochem, 33 (1996) 1-4.
- B. Mayer, W. Gaus, U. Braisch, The fallacy of the Passing-Bablok-regression, Jokull, 66-6 (2016) 95-106.
- H. Passing, W. Bablok, A new biometrical procedure for testing the equality of measurements from two different analytical methods. Application of linear regression procedures for method comparison studies in clinical chemistry, Part I, J Clin Chem Clin Biochem, 21 (1983) 709-20.
- H. Passing, W. Bablok, Comparison of several regression procedures for method comparison studies and determination of sample sizes application of linear regression procedures for method comparison studies in clinical chemistry, part II, J Clin Chem Clin Biochem, 22 (1984) 431–445.
- K. Linnet, Evaluation of regression procedures for methods comparison studies, Clinical chemistry, 39-3 (1993) 424-432.
- W. Bablok, H. Passing, R. Bender, B. Schneider, A general regression procedure for method transformation, Application of linear regression procedures for method comparison studies in clinical chemistry, Part III, J Clin Chem Clin Biochem, 26 (1988) 783 – 90.
- W. Bablok, H. Passing, Application of statistical procedures in analytical instrument testing, Journal of Analytical Methods in Chemistry, 7 (1985) 74-79.
- J.W. Tukey, Exploratory Data Analysis, Addison-Wesley pb, (1977).
- D. Giavarina, Understanding Bland Altman analysis, Biochemia medica, 25-2 (2015) 141-151. Doi: 10.11613/BM.2015.015.
- R. Wicklin, Passing-Bablok regression in SAS, SAS Blogs, (2022) https://blogs.sas.com/content/iml/2022/02/14/passing-bablok-regression-sas.html [Date of Access: 26.03.2023]
- J.L. Hintze, Passing-Bablok regression for method comparison, NCSS Statistical software (2020) https://www.ncss.com/wp-content/themes/ncss/pdf/Procedures/NCSS/Passing-Bablok_Regression_for_Method_Comparison.pdf [Date of Access: 20.03.2023]
- C. Zaiontz, Real Statistics Using Excel (2020a) https://real-statistics.com/regression/passing-bablok-regression/passing-bablok-regression-basic-concepts/ [Date of Access: 20.03.2023]
- C. Zaiontz, Passing-Bablok Regression Basic Concepts, Real Statistics Using Excel (2020b) https://real-statistics.com/regression/passing-bablok-regression/passing-bablok-regression-basic-concepts/ [Date of Access: 20.03.2023]
There are 16 citations in total.
Details
| Primary Language | English |
|---|---|
| Subjects | Econometric and Statistical Methods, Statistical Analysis |
| Journal Section | Articles |
| Authors | |
| Early Pub Date | December 18, 2023 |
| Publication Date | December 23, 2023 |
| Submission Date | September 27, 2023 |
| Acceptance Date | November 26, 2023 |
| Published in Issue | Year 2023 Volume: 07 Issue: 2 |
Cite
INDEXING