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• W2543245429 abstract "This Monte Carlo simulation adds to the growing body of enumeration index performance research in continuous response variable mixture models by addressing the issue of the performance of these indexes in discrete-time survival mixture analysis (DTSMA) models. Results showed that although all enumeration indexes performed very well in identifying a homogeneous DTSMA model (i.e., k = 1 hazard function in the sample data), the findings also showed that the enumeration indexes performed poorly in identifying the correct number of unobserved hazard functions present in a heterogeneous (i.e., k = 3) DTSMA model. More important, the performance of the enumeration indexes for the heterogeneous DTSMA models did not improve as the sample size, the effect of time-invariant covariates, or adjacent hazard function separation distance increased, which is inconsistent with some previous Monte Carlo simulation results. The limitations of this Monte Carlo simulation study and future empirical investigation possibilities ..." @default.
• W2543245429 created "2016-11-04" @default.
• W2543245429 creator A5010678589 @default.
• W2543245429 creator A5045680603 @default.
• W2543245429 date "2016-10-26" @default.
• W2543245429 modified "2023-09-29" @default.
• W2543245429 title "Identifying Unobserved Hazard Functions in Discrete-Time Survival Mixture Analysis" @default.
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• W2543245429 doi "https://doi.org/10.1080/10705511.2016.1242372" @default.
• W2543245429 hasPublicationYear "2016" @default.
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