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Sample size calculation for rank tests comparing K survival distributions.

Publication ,  Journal Article
Jung, S-H; Hui, S
Published in: Lifetime Data Anal
December 2002

Rank tests, such as logrank or Wilcoxon rank sum tests, have been popularly used to compare survival distributions of two or more groups in the presence of right censoring. However, there has been little research on sample size calculation methods for rank tests to compare more than two groups. An existing method is based on a crude approximation, which tends to underestimate sample size, i.e., the calculated sample size has lower power than projected. In this paper we propose an asymptotically correct method and an approximate method for sample size calculation. The proposed methods are compared to other methods through simulation studies.

Duke Scholars

Published In

Lifetime Data Anal

DOI

ISSN

1380-7870

Publication Date

December 2002

Volume

8

Issue

4

Start / End Page

361 / 373

Location

United States

Related Subject Headings

  • United States
  • Survival Analysis
  • Statistics & Probability
  • Sampling Studies
  • Randomized Controlled Trials as Topic
  • Models, Statistical
  • Humans
  • Algorithms
  • 4905 Statistics
  • 0104 Statistics
 

Citation

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Jung, S.-H., & Hui, S. (2002). Sample size calculation for rank tests comparing K survival distributions. Lifetime Data Anal, 8(4), 361–373. https://doi.org/10.1023/a:1020518905233
Jung, Sin-Ho, and Siu Hui. “Sample size calculation for rank tests comparing K survival distributions.Lifetime Data Anal 8, no. 4 (December 2002): 361–73. https://doi.org/10.1023/a:1020518905233.
Jung S-H, Hui S. Sample size calculation for rank tests comparing K survival distributions. Lifetime Data Anal. 2002 Dec;8(4):361–73.
Jung, Sin-Ho, and Siu Hui. “Sample size calculation for rank tests comparing K survival distributions.Lifetime Data Anal, vol. 8, no. 4, Dec. 2002, pp. 361–73. Pubmed, doi:10.1023/a:1020518905233.
Jung S-H, Hui S. Sample size calculation for rank tests comparing K survival distributions. Lifetime Data Anal. 2002 Dec;8(4):361–373.
Journal cover image

Published In

Lifetime Data Anal

DOI

ISSN

1380-7870

Publication Date

December 2002

Volume

8

Issue

4

Start / End Page

361 / 373

Location

United States

Related Subject Headings

  • United States
  • Survival Analysis
  • Statistics & Probability
  • Sampling Studies
  • Randomized Controlled Trials as Topic
  • Models, Statistical
  • Humans
  • Algorithms
  • 4905 Statistics
  • 0104 Statistics