Subset selection based on order statistics from logistic populations

Citation
Mj. Van Der Laan et P. Van Der Laan, Subset selection based on order statistics from logistic populations, STATISTICS, 34(3), 2000, pp. 237-245
Citations number
10
Categorie Soggetti
Mathematics
Journal title
STATISTICS
ISSN journal
02331888 → ACNP
Volume
34
Issue
3
Year of publication
2000
Pages
237 - 245
Database
ISI
SICI code
0233-1888(2000)34:3<237:SSBOOS>2.0.ZU;2-Z
Abstract
Consider k equal size treatment groups and let the outcome of interest be a survival time. Suppose that a known monotone transformation of the surviva l times is logistically distributed and that the treatment only affects the location parameter. We obtain exact results for the problem of selecting a subset of treatments, based on the i-th ordered survival times, which cont ains with specified probability P* the optimal treatment. Since the distribution of the median of a small logistic i.i.d. sample is s hown to approximate very well the normal distribution our exact results for the median can also be used for subset selection based on estimates of loc ation parameters which are normally or approximately normally distributed.