Journal article
Expectation maximization-based likelihood inference for flexible cure rate models with Weibull lifetimes
Abstract
Recently, a flexible cure rate survival model has been developed by assuming the number of competing causes of the event of interest to follow the Conway-Maxwell-Poisson distribution. This model includes some of the well-known cure rate models discussed in the literature as special cases. Data obtained from cancer clinical trials are often right censored and expectation maximization algorithm can be used in this case to efficiently estimate the …
Authors
Balakrishnan N; Pal S
Journal
Statistical Methods in Medical Research, Vol. 25, No. 4, pp. 1535–1563
Publisher
SAGE Publications
Publication Date
August 2016
DOI
10.1177/0962280213491641
ISSN
0962-2802