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artcat: Sample-size calculation for an ordered categorical outcome.
- Source :
-
The Stata journal [Stata J] 2023 Mar; Vol. 23 (1), pp. 3-23. Date of Electronic Publication: 2023 Apr 05. - Publication Year :
- 2023
-
Abstract
- We describe a new command, artcat, that calculates sample size or power for a randomized controlled trial or similar experiment with an ordered categorical outcome, where analysis is by the proportional-odds model. artcat implements the method of Whitehead (1993, Statistics in Medicine 12: 2257-2271). We also propose and implement a new method that 1) allows the user to specify a treatment effect that does not obey the proportional-odds assumption, 2) offers greater accuracy for large treatment effects, and 3) allows for noninferiority trials. We illustrate the command and explore the value of an ordered categorical outcome over a binary outcome in various settings. We show by simulation that the methods perform well and that the new method is more accurate than Whitehead's method.
Details
- Language :
- English
- ISSN :
- 1536-867X
- Volume :
- 23
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- The Stata journal
- Publication Type :
- Academic Journal
- Accession number :
- 37155554
- Full Text :
- https://doi.org/10.1177/1536867X231161934