223
Views
2
CrossRef citations to date
0
Altmetric
Articles

Nonparametric randomization-based covariate adjustment for stratified analysis of time-to-event or dichotomous outcomes

, , &
Pages 579-589 | Received 30 Jun 2014, Accepted 14 May 2015, Published online: 04 Feb 2016

References

  • Breslow, N. E., Day, N. E. (1980). Statistical Methods in Cancer Research, Vol. I: The Analysis of Case-Control Studies. Lyon: International Agency for Research on Cancer.
  • Cain, K. C., Lange, N. T. (1984). Approximate case influence for the proportional hazards regression model with censored data. Biometrics 40:493–499.
  • Cox, D. R. (1972). Regression models and life tables. Journal of the Royal Statistical Society, Series B 34:187–220.
  • Efron, B. (1977). The efficiency of Cox’s likelihood function for censored data. Journal of the American Statistical Association 72:557–565.
  • Hussey, M. A. (2013). Extensions of nonparametric randomization-based analysis of covariance. Unpublished Ph.D. dissertation, The University of North Carolina at Chapel Hill.
  • Hussey, M. A., Koch, G. G., Preisser, J. S., Saville, B. R. (2013). Analysis of matched studies using nonparametric randomization based analysis of covariance. Statistics in Biopharmaceutical Research 5(3):194–203.
  • Jiang, H., Symanowski, J., Paul, S., Qu, Y., Zagar, A., Hong, S. (2008). The type I error and power of non-parametric logrank and Wilcoxon tests with adjustment for covariates—A simulation study. Statistics in Medicine 27:5850–5860.
  • Koch, G. G., Tangen, C. M., Jung, J.-W., Amara, I. A. (1998). Issues for covariance analysis of dichotomous and ordered categorical data from randomized clinical trials and non-parametric strategies for addressing them. Statistics in Medicine 17:1863–1892.
  • Lacomblez, L., Bensimon, G., Leigh, P. N., Guillet, P., Meininger, V. (1996). Dose-ranging study of riluzole in amyotrophic lateral sclerosis. Lancet 347:1425–1431.
  • Pincus, T., Koch, G. G., Sokka, T., Lefkowith, J., Wolfe, F., Jordon, J. M., Luta, G., Callahan, L. F., Wang, X., Schwartz, T., Abramson, S. B., Caldwell, J. R., Harrell, R. A., Kremer, J. M., Lautzenheiser, R. L., Markenson, J. A., Schnitzer, T. J., Weaver, A., Cummins, P., Wilson, A., Morant, S., Fort, J. (2001). A randomized, double-blind, crossover clinical trial of diclofenac plus misoprostol versus acetaminophen in patients with osteoarthritis of the hip or knee. Arthritis and Rheumatism 44:1587–1598.
  • Pregibon, D. (1981). Logistic regression diagnostics. The Annals of Statistics 9:705–724.
  • Preisser, J. S., Qaqish, B. F. (1996). Deletion diagnostics for generalised estimating equations. Biometrika 83:551–562.
  • Saville, B. R., Koch, G. G. (2013). Estimating covariate adjusted log hazard ratios in randomized clinical trials using Cox proportional hazards models and nonparametric randomization based analysis of covariance. Journal of Biopharmaceutical Statistics 23(2):447–490.
  • Storer, B. E., Crowley, J. (1985). A diagnostic for Cox regression and general conditional likelihoods. Journal of the American Statistical Association 80:139–147.
  • Tangen, C. M., Koch, G. G. (1999). Nonparametric analysis of covariance for hypothesis testing with Logrank and Wilcoxon scores and survival-rate estimation in a randomized clinical trial. Journal of Biopharmaceutical Statistics 9:307–338.
  • Tangen, C. M., Koch, G. G. (2001). Non-parametric analysis of covariance for confirmatory randomized clinical trials to evaluate dose-response relationships. Statistics in Medicine 20:2585–2607.
  • Wei, L. J., Lin, D. Y., Weissfeld, L. (1989). Regression analysis of multivariate incomplete failure time data by modeling marginal distributions. Journal of the American Statistical Association 84:1065–1073.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.