Matthews D E, Farewell V T
Biometrics. 1982 Jun;38(2):463-8.
A frequently recurring question posed by leukemia researchers concerns a test of a constant failure rate against the alternative of a failure rate involving a single change-point. In answer to this question, a likelihood ratio test appropriate for the stated alternative is derived and simulated. Consideration is given also to tests based on alternatives in the log gamma family, which perform quite well when the change-point model is correct. A practical application is given.
白血病研究人员经常提出的一个反复出现的问题涉及对恒定失效率与包含单个变化点的失效率的替代方案进行检验。为回答这个问题,推导并模拟了一种适用于所述替代方案的似然比检验。还考虑了基于对数伽马族替代方案的检验,当变化点模型正确时,这些检验表现相当良好。给出了一个实际应用。