Longitudinal data analysis in medical device clinical studies

Journal of Biopharmaceutical Statistics

Volumn 18, Issue 1, 2008, Pages 44-53

  Lao, Chang S ^a   Bushar, Harry F ^a  

^a CENTER FOR DEVICES AND RADIOLOGICAL HEALTH   (United States)

Author keywords

Analysis of covariance (ANCOVA); Piecewise linear spline model; Repeated measurements; Summary statistics

Indexed keywords

AMERICAN UROLOGICAL ASSOCIATION SYMPTOM INDEX; ARTICLE; CLINICAL STUDY; COMPARATIVE STUDY; DATA ANALYSIS; DEVICE; FOLLOW UP; LINEAR REGRESSION ANALYSIS; LONGITUDINAL STUDY; NULL HYPOTHESIS; PRIORITY JOURNAL; SCORING SYSTEM; STATISTICAL ANALYSIS; STATISTICAL SIGNIFICANCE;

EQUIPMENT AND SUPPLIES; FOLLOW-UP STUDIES; HUMANS; LONGITUDINAL STUDIES; MALE; MULTICENTER STUDIES AS TOPIC; PROSTATIC HYPERPLASIA; RANDOMIZED CONTROLLED TRIALS AS TOPIC; STATISTICS AS TOPIC;

EID: 37549034288     PISSN: 10543406     EISSN: 15205711     Source Type: Journal    
DOI: 10.1080/10543400701668258     Document Type: Article

References (13)

1. Cook, N. R., Ware, J. H. (1983). Design and analysis methods for longitudinal research. Annu. Rev. Publ. Health 4:1-23.
2. Deyi, B. A., Kosinski, A. S., Snapinn, S. M. (1998). Power considerations when continuous outcome variable is dichotomized. J. Biopharm. Stat. 8:337-352.
3. Diggle, P. J., Heagerty, P. J., Liang, K.-Y., Zeger, S. L. (2002). Analysis of Longitudinal Data. Oxford, New York: Oxford University Press.
4. Fitzmaurice, G. M., Laird, N. M., Ware, J. H. (2004). Applied Longitudinal Analysis. New York: Wiley Interscience.
5. Frison, L., Pocock, S. J. (1992). Repeated measures in clinical trials: analysis using mean summary statistics and its implications for design. Stat. Med. 11:1685-1704.
6. Greenhouse, S. W., Geisser, S. (1959). On methods in the analysis of profile data. Psychometrika 32:95-112.
7. Huynh, H., Feldt, L. S. (1976). Estimation of the box correction for degrees of freedom from sample data in randomized block and split-block designs. J. Educ. Stat. 1:69-82.
8. Kaiser, L. (1989). Adjusting for baseline: change or percentage change? Stat. Med. 8:1183-1190.
9. Liu, G., Liang, K.-Y. (1997). Sample size calculations for studies with correlated observations. Biometrics 53:937-947.
10. Mauchly, J. W. (1940). Significance test for sphericity of a normal n-variate distribution. Ann. Math. Stat. 11:204-209.
11. Rochon, J. (1991). Sample size calculations for two-group repeated-measures experiments. Biometrics 47:1383-1398.
12. Ruppert, D., Wand, M. P., Carroll, R. J. (2003). Semiparametric Regression. New York: Cambridge University Press.
13. Vonesh, E. F., Schork, M. A. (1986). Sample sizes in the multivariate analysis of repeated measurements. Biometrics 42:601-610.