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asat

Toxicological Study on Female Wistar Rats

Description

Measurements of the liver enzyme aspartate aminotransferase (ASAT) for a new compound and a control group of 34 female Wistar rats.

Usage

asat

Format

A data frame with 34 observations on 2 variables.

asat: ASAT values.
group: a factor with levels "Compound" and "Control".

Details

The aim of this toxicological study is the proof of safety for the new compound. The data were originally given in Hothorn (1992) and later reproduced by Hauschke, Kieser and Hothorn (1999).

Source

Hauschke, D., Kieser, M. and Hothorn, L. A. (1999). Proof of safety in toxicology based on the ratio of two means for normally distributed data. Biometrical Journal 41(3), 295–304. doi: 10.1002/(SICI)1521-4036(199906)41:3<295::AID-BIMJ295>3.0.CO;2-2

Hothorn, L. A. (1992). Biometrische analyse toxikologischer untersuchungen. In J. Adam (Ed.), Statistisches Know-How in der Medizinischen Forschung, pp. 475–590. Berlin: Ullstein Mosby.

References

Pflüger, R. and Hothorn, T. (2002). Assessing equivalence tests with respect to their expected p-value. Biometrical Journal 44(8), 1015–1027. doi: 10.1002/bimj.200290001

Examples

## Proof-of-safety based on ratio of medians (Pflueger and Hothorn, 2002)
## One-sided exact Wilcoxon-Mann-Whitney test
wt <- wilcox_test(I(log(asat)) ~ group, data = asat,
                  distribution = "exact", alternative = "less",
                  conf.int = TRUE)

## One-sided confidence set
## Note: Safety cannot be concluded since the effect of the compound
##       exceeds 20 % of the control median
exp(confint(wt)$conf.int)

coin

Conditional Inference Procedures in a Permutation Test Framework

v1.4-1

GPL-2

Authors

Torsten Hothorn [aut, cre] (<https://orcid.org/0000-0001-8301-0471>), Henric Winell [aut] (<https://orcid.org/0000-0001-7995-3047>), Kurt Hornik [aut] (<https://orcid.org/0000-0003-4198-9911>), Mark A. van de Wiel [aut] (<https://orcid.org/0000-0003-4780-8472>), Achim Zeileis [aut] (<https://orcid.org/0000-0003-0918-3766>)

Initial release

2021-02-08