Informative prior distributions for ELISA analyses

Biostatistics

Volumn 16, Issue 3, 2015, Pages 454-464

  Klauenberg, Katy ^a   Walzel, Monika ^a   Ebert, Bernd ^a   Elster, Clemens ^a  

^a PHYSIKALISCH TECHNISCHE BUNDESANSTALT   (Germany)

Author keywords

4 parametric logistic function; Bayesian inference; CCQM P58.1; ELISA; Heteroscedastic variance; Immunoassay; Informative prior; Metrology; Non linear modeling; Prior knowledge.

Indexed keywords

BAYES THEOREM; BIOSTATISTICS; CALIBRATION; COMPUTER SIMULATION; ENZYME LINKED IMMUNOSORBENT ASSAY; FEMALE; HUMAN; NONLINEAR SYSTEM; NORMAL DISTRIBUTION; PREGNANCY; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA;

BAYES THEOREM; BIOSTATISTICS; CALIBRATION; COMPUTER SIMULATION; ENZYME-LINKED IMMUNOSORBENT ASSAY; FEMALE; HUMANS; MODELS, STATISTICAL; NONLINEAR DYNAMICS; NORMAL DISTRIBUTION; PREGNANCY;

EID: 84936773512     PISSN: 14654644     EISSN: 14684357     Source Type: Journal    
DOI: 10.1093/biostatistics/kxu057     Document Type: Article

References (13)

1. DAVIES, C. (2005). The immunoassay handbook. In: Wild, D. (editor), Chapter Introduction to Immunoassay Principles, 3rd edition. Amsterdam: Elsevier, pp. 3-40
2. DELLAPORTAS, P. AND STEPHENS, D. A. (1995). Bayesian analysis of errors-in-variables regression models. Biometrics 51(3), 1085-1095
3. FENG, F., SALES, A. P. AND KEPLER, T. B. (2011). A Bayesian approach for estimating calibration curves and unknown concentrations in immunoassays. Bioinformatics 27(5), 707-712
4. FONG, Y., WAKEFIELD, J., DE ROSA, S. AND FRAHM, N. (2012). A robust Bayesian random effects model for nonlinear calibration problems. Biometrics 68(4), 1103-1112
5. GELMAN, A., CHEW, G. AND SHNAIDMAN, M. (2004). Bayesian analysis of serial dilution assays. Biometrics 60(2), 407-417
6. GELMAN, A., JAKULIN, A., PITTAU, M. G. AND SU, Y.-S. (2008). A weakly informative default prior distribution for logistic and other regression models. The Annals of Applied Statistics 2(4), 1360-1383
7. GOTTSCHALK, P. G. AND DUNN, J. R. (2005). The five-parameter logistic: a characterization and comparison with the four-parameter logistic. Analytical Biochemistry 343(1), 54-65
8. KLAUENBERG, K., EBERT, B., VOIGT, J., WALZEL, M., NOBLE, J. E., KNIGHT, A. E. AND ELSTER, C. (2011). Bayesian analysis of an international ELISA comparability study. Clinical Chemistry and Laboratory Medicine 49(9), 1459-1468
9. LUNN, D., SPIEGELHALTER, D., THOMAS, A. AND BEST, N. (2009). The BUGS project: evolution, critique and future directions. Statistics in Medicine 28(25), 3049-3067
10. NOBLE, J. E., WANG, L., CERASOLI, E., KNIGHT, A. E., PORTER, R. A., GRAY, E., HOWE, C., HANNES, E., CORBISIER, P., WANG, J. and others. (2008). An international comparability study to determine the sources of uncertainty associated with a non-competitive sandwich fluorescent ELISA. Clinical Chemistry and Laboratory Medicine 46(7), 1033-1045
11. ROBERT, C. (2007). The Bayesian Choice: From Decision-Theoretic Foundations to Computational Implementation. Berlin: Springer
12. SPIEGELHALTER, D., THOMAS, A., BEST, N. AND LUNN, D. (2003). WinBUGS User Manual, Version 1.4 edition. http://www.mrc-bsu.cam.ac.uk/wp-content/uploads/manual14.pdf
13. VOIGT, J., EBERT, B., HOFFMAN, A. AND MACDONALD, R. (2008). Validierung eines Fluorescent Enzyme Linked Immuno Sandwich Assay (ELISA). PTB-Mitteilungen 118(4), 255-260