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Statistical Methods in Medical Research, ISSN 0962-2802, 7/2018, Volume 27, Issue 7, pp. 2185 - 2199
Journal Article
Statistics in Medicine, ISSN 0277-6715, 05/2018, Volume 37, Issue 10, pp. 1625 - 1635
Journal Article
Journal of Statistical Computation and Simulation, ISSN 0094-9655, 11/2018, Volume 88, Issue 17, pp. 3437 - 3454
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 02/2016, Volume 45, Issue 2, pp. 603 - 624
In this article, we consider the inclusion of random effects in both the survival function for at-risk subjects and the cure probability assuming a bivariate... 
62N01 | 62P10 | REML | Bivariate random effects | Promotion time cure rate model | STATISTICS & PROBABILITY | SURVIVOR MIXTURE MODEL | CARCINOMA | Economic models | Cattle | Parameter estimation | Databases | Computer simulation | Mathematical analysis | Clusters | Cures | Mathematical models | Promotion | Survival
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 2012, Volume 56, Issue 1, pp. 75 - 87
Journal Article
The Canadian Journal of Statistics / La Revue Canadienne de Statistique, ISSN 0319-5724, 12/2005, Volume 33, Issue 4, pp. 559 - 570
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 09/2017, Volume 46, Issue 8, pp. 6342 - 6359
The family of power series cure rate models provides a flexible modeling framework for survival data of populations with a cure fraction. In this work, we... 
Power series distribution | Survival analysis | 62N01 | 62N02 | EM algorithm | Promotion time cure rate model | FRACTION | LATENT ACTIVATION | STATISTICS & PROBABILITY | TERM SURVIVAL MODELS | BAYESIAN-APPROACH | FAMILY | Maximum likelihood estimation | Parameter estimation | Maximization | Computer simulation | Maximum likelihood estimates | Survival | Power series
Journal Article
Cogent Economics & Finance, ISSN 2332-2039, 01/2017, Volume 5, Issue 1
In this paper, we extend the promotion cure rate model studied in Yakovlev and Tsodikov (1996) and Chen et al. (1999) by incorporating an excess of zeros in... 
non-default rate models | portfolios | promotion cure | Weibull | credit risk | zero-inflated | Economic models | Credit risk | Bank loans | Default | Monte Carlo simulation
Journal Article
Stat, ISSN 2049-1573, 2019, Volume 8, Issue 1, p. n/a
The Cox regression model has been widely used to assess proportional hazards in survival analysis, and the Yakovlev model for analysing cure rates also... 
Breslow estimator | variable selection | promotion time cure model | COX REGRESSION | INFORMATION | LASSO | STATISTICS & PROBABILITY | Economic models | Survival analysis | Regression models | Statistical analysis | Statistical models | Simulation | Computer simulation | Data sets | Regression analysis | Statistical inference | Hazard assessment | Survival
Journal Article
Biometrika, ISSN 0006-3444, 03/2017, Volume 104, Issue 1, pp. 31 - 50
In many situations in survival analysis, it may happen that a fraction of individuals will never experience the event of interest: they are considered to be... 
Bias correction | Semiparametric method | Cure fraction | Promotion time cure model | Measurement error | REGRESSION | LONG-TERM SURVIVORS | MIXTURE-MODELS | VALVULAR HEART-DISEASE | STATISTICS & PROBABILITY | FRACTION | PROPORTIONAL HAZARDS MODEL | TASK-FORCE | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | SIMEX | MEASUREMENT ERROR MODELS | AORTIC REGURGITATION
Journal Article
Computational Statistics, ISSN 0943-4062, 06/2017, Volume 32, Issue 2, pp. 429 - 449
In this paper, we develop the steps of the expectation maximization algorithm (EM algorithm) for the determination of the maximum likelihood estimates (MLEs)... 
Profile likelihood | Long-term survivors | Competing cause scenario | Maximum likelihood estimates | EM algorithm | SURVIVAL-DATA | STATISTICS & PROBABILITY | Monte Carlo method | Models | Algorithms | Melanoma | Parameter estimation | Computer simulation | Inference | Promotion | Monte Carlo simulation
Journal Article
Annual Review of Statistics and Its Application, ISSN 2326-8298, 3/2018, Volume 5, Issue 1, pp. 311 - 342
Journal Article