Tests and confidence bands for multiple one-sided comparisons

One-sided inference should be used in some applications, but Stata has limited support for one-sided tests and confidence intervals for a single compari­son and almost no support for one-sided tests and confidence bands for multiple comparisons. In this article, we provide an introduction to one-sided tests and confidence intervals for a single hypothesis and to one-sided tests and confidence intervals for multiple comparisons. We also discuss extensions of the sotable com­mand introduced in Drukker (2023, Stata Journal 23: 518-544) to cover one-sided tests and confidence bands for a single comparison and for multiple comparisons. We also provide examples of how to use sotable to perform multiple tests against values other than zero and how to perform multiple tests after commands like margins and nlcom that support the post option.

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Publication Details

Journal
The Stata Journal Promoting communications on statistics and Stata
Published
2024-09-01
DOI
https://doi.org/10.1177/1536867x241276111
Primary Topic
Statistical Methods in Clinical Trials
Type
article
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article

Tests and confidence bands for multiple one-sided comparisons

Kevin Henning, Christian Raschke, David M. Drukker
The Stata Journal Promoting communications on statistics and Stata
Statistical Methods in Clinical Trials
article

Tests and confidence bands for multiple one-sided comparisons

Kevin Henning, Christian Raschke, David M. Drukker
article en

Abstract

One-sided inference should be used in some applications, but Stata has limited support for one-sided tests and confidence intervals for a single compari­son and almost no support for one-sided tests and confidence bands for multiple comparisons. In this article, we provide an introduction to one-sided tests and confidence intervals for a single hypothesis and to one-sided tests and confidence intervals for multiple comparisons. We also discuss extensions of the sotable com­mand introduced in Drukker (2023, Stata Journal 23: 518-544) to cover one-sided tests and confidence bands for a single comparison and for multiple comparisons. We also provide examples of how to use sotable to perform multiple tests against values other than zero and how to perform multiple tests after commands like margins and nlcom that support the post option.

The Stata Journal Promoting communications on statistics and StataVol. 24(3)
Sam Houston State University (US), Clemson University (US)
Openalex Percentile: Top 84%
Statistical Methods in Clinical Trials
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Tests and confidence bands for multiple one-sided comparisons — Kevin Henning, Christian Raschke, et al. · The Stata Journal Promoting communications on statistics and Stata (2024) | TGRS Research Map | TGRS