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Scientific vs. statistical inference: the problem of multiple contrasts in clinical research
1University of Wisconsin-Madison 53706.
The American Journal of the Medical Sciences
|March 1, 1988
Abstract:
The problem of type 1 error rates in clinical medicine research is discussed and a new measure of evaluating the incidences of type 1 error is presented. Three measures, including the experimentwise error rate, the error rate per experiment, and the percentage error rate are used to compute the type 1 error in a sample of clinical research. The results suggest the presence of a substantial incidence of type 1 error in the sampled research. The implications for statistical and scientific inferences are briefly discussed and some possible solutions explored.