A simple method of sample size calculation for linear and logistic regression

Statistics in Medicine

Volumn 17, Issue 14, 1998, Pages 1623-1634

  Hsieh, F Y ^a   Bloch, Daniel A ^b   Larsen, Michael D ^b  

^a VETERANS AFFAIRS MEDICAL CENTER   (United States)

^b STANFORD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; COMPUTER PROGRAM; MATHEMATICAL COMPUTING; REGRESSION ANALYSIS; SAMPLE; TECHNIQUE;

HUMANS; LOGISTIC MODELS; MATHEMATICAL COMPUTING; SAMPLE SIZE; SOFTWARE;

EID: 0032581454     PISSN: 02776715     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1097-0258(19980730)17:14<1623::AID-SIM871>3.0.CO;2-S     Document Type: Article

References (13)

1. Whittemore, A. 'Sample size for logistic regression with small response probability', Journal of the American Statistical Association, 76, 27-32 (1981).
2. Hsieh, F. Y. 'Sample size tables for logistic regression', Statistics in Medicine, 8, 795-802 (1989).
3. Self, S. G. and Mauritsen, R. H. 'Power/sample size calculations for generalized linear models', Biometrics, 44, 1, 79-86 (1988)
4. Hosmer, D. W. and Lemeshow, S. Applied Logistic Regression, Wiley, New York, 1989, p. 56.
5. Sokal, R. R. and Rohlf, F. J. Biometry, W. H. Freeman and Company, New York, 1995, p. 578.
6. Elashoff, J. nQuery Advisor Sample Size and Power Determination, Statistical Solutions Ltd., Boston, MA, 1996.
7. Hsieh, F. 'SSIZE: A sample size program for clinical and epidemiologic studies', American Statistician, 45, 338 (1991).
8. SERC. EGRET SIZ sample size and power for nonlinear regression models, Statistics and Epidemiology Research Corp. Seattle, WA, 1992.
9. Keane, T. M., Kolb, L. C. and Thomas, R. G. 'A Psychophysiological Study of Chronic Post-Traumatic Stress Disorder', Cooperative Study No. 334, Cooperative Studies Program Coordinating Center, VA Medical Center, Palo Alto, California, U.S.A., 1988.
10. Rosner, B. Fundamentals of Biostatistics, 4th edn, PWS-KENT Publishing Company, 1995, p. 283 and 384.
11. Liu, G. and Liang, K. Y. 'Sample size calculation for studies with correlated observations', Biometrics, 53, 537-547 (1997).
12. Anderson, T. W. An Introduction to Multivariate Statistical Analysis, Wiley, New York, 1958, p. 32.
13. SAS Institute Inc. SAS/STAT User's Guide, Version 6 (Vol. 1 and 2), Cary, NC, 1990.