USE OF HISTORICAL CONTROLS IN TIME-ADJUSTED TREND TESTS FOR CARCINOGENICITY

Citation
Jg. Ibrahim et Lm. Ryan, USE OF HISTORICAL CONTROLS IN TIME-ADJUSTED TREND TESTS FOR CARCINOGENICITY, Biometrics, 52(4), 1996, pp. 1478-1485
Citations number
13
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
0006341X
Volume
52
Issue
4
Year of publication
1996
Pages
1478 - 1485
Database
ISI
SICI code
0006-341X(1996)52:4<1478:UOHCIT>2.0.ZU;2-M
Abstract
We develop a method for incorporating historical control information i nto time-adjusted tests for dose effects in carcinogenicity studies. A fter discretizing the time scaler we use a multinomial distribution to model the number of animals dying with tumor in each interval and spe cify a Dirichlet prior distribution on the control tumor death rates i n each interval. Data ti om past studies are used to estimate the para meters characterizing the prior. A score test derived from the resulti ng Dirichlet-multinomial generalizes the test of Tarone (1982, Biometr ics 38, 215-220) and reduces, in the limit, to the log-rank test in th e case of a diffuse prior. The methodology is illustrated with data fr om a study of the fire retardant 2,2-Bis(bromomethyl)-1,3-propanediol.