title: Sample sizes based on exact unconditional tests for phase II clinical trials with historical controls.
abstract: Investigated in the setting of phase II clinical trials is the two-sample binomial problem of testing H0: pe = pc H1: pe > pc, where pe and pc are the unknown target population response rates for the experimental and control groups, respectively, using the usual Z-statistic with pooled variance estimator. The cornerstones that make this paper unique are as follows. First, the emphasis is on determining the sample size given that the control group information has already been collected (historical control). Second, exact unconditional inference, rather than an asymptotic method, is utilized. Sample size tables, contrasting the exact and asymptotic methods, are provided. Although asymptotic results were usually fairly close to the exact results, some important differences were observed.
authors.affiliation: Department of Statistics, University of Florida, Gainesville, Florida 32611-8545, USA. mchang@cog.ufl.edu
authors.forename: Myron N
authors.initials: MN
authors.lastname: Chang
authors.forename: Jonathan J
authors.initials: JJ
authors.lastname: Shuster
authors.forename: James L
authors.initials: JL
authors.lastname: Kepner
mesh_terms: D017322:Clinical Trials, Phase II as Topic / Q000379:methods / Q000706:statistics & numerical data*; D006801:Humans; D015233:Models, Statistical; D018401:Sample Size