A primer for biomedical scientists on how to execute Model II linear regression analysis

Clinical and Experimental Pharmacology and Physiology

Volumn 39, Issue 4, 2012, Pages 329-335

  Ludbrook, John ^a  

^a UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

Ancova; Model I regression; Model IIA regression; Model IIB regression; R; SAS; SMATR; SPSS PASW; Statistica; SYSTAT

Indexed keywords

BIOCHEMISTRY; COMPUTER PROGRAM; ELECTRONIC SPREADSHEET; INFORMATION SYSTEM; LINEAR REGRESSION ANALYSIS; MATHEMATICAL ANALYSIS; MEDICAL RESEARCH; PHYSIOLOGY; REVIEW; SCIENTIST;

BIOMEDICAL RESEARCH; HUMANS; LABORATORY PERSONNEL; LINEAR MODELS; REGRESSION ANALYSIS; SOFTWARE;

EID: 84858985443     PISSN: 03051870     EISSN: 14401681     Source Type: Journal    
DOI: 10.1111/j.1440-1681.2011.05643.x     Document Type: Review

References (16)

1. Ludbrook J. Comparing methods of measurement. Clin. Exp. Pharmacol. Physiol. 1997; 24: 193-203.
2. Ludbrook J. Statistical techniques for comparing measurers and methods of measurement. Clin. Exp. Pharmacol. Physiol. 2002; 29: 527-36.
3. Ludbrook J. Linear regression analysis for comparing two measurers or methods of measurement: But which regression?Clin. Exp. Pharmacol. Physiol. 2010; 37: 692-9.
4. St John 1: 23. The Holy Bible: Authorized King James Version. Oxford: Oxford University Press. 1997.
5. Tofallis C. Least squares percentage regression. J. Mod. App. Stat. Meth. 2009; 7: 526-34.
6. Warton DI, Wright IJ, Falster DS, Westoby M. Bivariate line-fitting models for allometry. Biol. Rev. 2006; 81: 259-91.
7. Armitage P, Berry G, Matthews JNS. Statistical Methods in Medical Research, 4th edn. Oxford: Blackwell Science. 2002.
8. Snedecor GW, Cochran WG. Statistical Methods, 8th edn. Ames: Iowa State University Press. 1989.
9. Sokal RR, Rohlf FJ. Biometry, 3rd edn. New York: WH Freeman. 1995.
10. Jolicoeur P, Mosimann JE. Intervalles de confiance pour la pente de l'axe majeur d'une distribution normale dimensionelle. Biom. Praxim. 1968; 9: 121-40.
11. Ricker WE. A note concerning Professor Jolicoeur's comments. J. Fish. Board Can. 1975; 32: 1494-6.
12. Bohonak AJ. IBD (isolation by distance): A program for analyses of isolation by distance. J. Heredity 2002; 93: 153-4.
13. Kirby JM. Multiple functional regression I. Function minimization technique. Computers Geosci. 1991; 17: 537-47.
14. Hammer Ø, Harper DAT, Ryan PD. PAST: Palaeontological statistics software package for education and data analysis. Palaeontol. Electr. 2001; 4: 1-9.
15. Jamieson GG, Ludbrook J, Wilson A. The response of hand blood flow to distant ice application. Aust. J. Exp. Biol. Med. Sci. 1971; 49: 145-52.
16. Head GA, Michailidau AS, Duggan KA et al. Definition of ambulatory blood pressure targets for diagnosis and treatment of hypertension in relation to clinic blood pressure. BMJ 2010; 340: c1104.