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Journal of Applied Statistics Volume 46, 2019 - Issue 3
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Defective models induced by gamma frailty term for survival data with cured fraction

Juliana ScudilioMaths Science Institute and Computing, University of São Paulo, São Carlos, Brazil;Department of Statistics, Federal University of São Carlos, São Carlos, BrazilCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0003-3274-2407View further author information
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Vinicius F. CalsavaraDepartment of Epidemiology and Statistics, A.C.Camargo Cancer Center, São Paulo, BrazilORCID Iconhttp://orcid.org/0000-0003-2332-5863View further author information
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Ricardo RochaMaths Science Institute and Computing, University of São Paulo, São Carlos, BrazilORCID Iconhttp://orcid.org/0000-0003-3057-9482View further author information
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Francisco LouzadaMaths Science Institute and Computing, University of São Paulo, São Carlos, BrazilORCID Iconhttp://orcid.org/0000-0001-7815-9554View further author information
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Vera TomazellaDepartment of Statistics, Federal University of São Carlos, São Carlos, BrazilORCID Iconhttp://orcid.org/0000-0002-6780-2089View further author information
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Agatha S. RodriguesInstitute of Mathematics and Statistics, University of São Paulo, São Paulo, Brazil;Department of Obstetrics and Gynecology, Faculty of Medicine, University of São Paulo, São Paulo, BrazilORCID Iconhttp://orcid.org/0000-0003-1112-8264View further author information
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Pages 484-507 | Received 03 Aug 2017, Accepted 28 Jun 2018, Published online: 18 Jul 2018

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Nastaran Hajizadeh, Ahmad Reza Baghestani, Mohamad Amin Pourhoseingholi & Ali Akbar Khadem Maboudi. (2023) Defective 3-parameter Gompertz model with frailty term for estimating cure fraction in survival data. Journal of Biopharmaceutical Statistics 33:1, pages 90-113.
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Hayala Cristina Cavenague de Souza, Francisco Louzada, Mauro Ribeiro de Oliveira, Bukola Fawole, Adesina Akintan, Lawal Oyeneyin, Wilfred Sanni & Gleici da Silva Castro Perdoná. (2022) The Log-Normal zero-inflated cure regression model for labor time in an African obstetric population. Journal of Applied Statistics 49:9, pages 2416-2429.
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Tasnime Hamdeni & Soufiane Gasmi. (2022) A proportional-hazards model for survival analysis and long-term survivors modeling: application to amyotrophic lateral sclerosis data. Journal of Applied Statistics 49:3, pages 694-708.
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Vinicius F. Calsavara, Agatha S. Rodrigues, Ricardo Rocha, Francisco Louzada, Vera Tomazella, Ana C. R. L. A. Souza, Rafaela A. Costa & Rossana P. V. Francisco. (2019) Zero-adjusted defective regression models for modeling lifetime data. Journal of Applied Statistics 46:13, pages 2434-2459.
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Articles from other publishers (12)

M.D. Berrade, E. Calvo & F.G. Badía. (2023) Maintenance of systems with critical components. Prevention of early failures and wear-out. Computers & Industrial Engineering 181, pages 109291.
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Zahraddeen Abdullahi & Zarina Mohd Khalid. Impact of frailty in cure rate models: A systematic review. Impact of frailty in cure rate models: A systematic review.
Cleide M.M. Lima, Vera L.D. Tomazella, Amauri F. Evangelista, José E.G. Campelo & Severino C.S. Junior. (2023) Gamma-Gompertz mixture model with cure fraction to analyze data on Anglo-Nubian goats with positive EPG. Small Ruminant Research 218, pages 106879.
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Yolanda M. Gómez, Diego I. Gallardo, Jeremias Leão & Vinicius F. Calsavara. (2021) On a new piecewise regression model with cure rate: Diagnostics and application to medical data. Statistics in Medicine 40:29, pages 6723-6742.
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Katy C Molina, Vinicius F Calsavara, Vera D Tomazella & Eder A Milani. (2021) Survival models induced by zero-modified power series discrete frailty: Application with a melanoma data set. Statistical Methods in Medical Research 30:8, pages 1874-1889.
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Nastaran Hajizadeh, Ahmad Reza Baghestani, Mohamad Amin Pourhoseingholi, Ali Akbar Khadem Maboudi, Farah Farzaneh & Nafiseh Faghih. (2021) Evaluation of the Factors Affecting the Cure Rate of Cervical Intra-Epithelial Neoplasia Recurrence Using Defective Models. Journal of Research in Health Sciences 21:3, pages e00524-e00524.
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Ali Karamoozian, Mohammad Reza Baneshi & Abbas Bahrampour. (2020) Bayesian mixture cure rate frailty models with an application to gastric cancer data. Statistical Methods in Medical Research 30:3, pages 731-746.
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Jeremias Leão, Marcelo Bourguignon, Diego I. Gallardo, Ricardo Rocha & Vera Tomazella. (2020) A new cure rate model with flexible competing causes with applications to melanoma and transplantation data. Statistics in Medicine 39:24, pages 3272-3284.
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Vinicius F Calsavara, Eder A Milani, Eduardo Bertolli & Vera Tomazella. (2019) Long-term frailty modeling using a non-proportional hazards model: Application with a melanoma dataset. Statistical Methods in Medical Research 29:8, pages 2100-2118.
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Giovana Oliveira Silva, Gauss M. Cordeiro & Edwin M.M. Ortega. (2020) Surviving and non surviving fraction regression models based on the beta modified Weibull distribution. Model Assisted Statistics and Applications 15:2, pages 111-126.
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Francisco Louzada, Jose Alberto Cuminato, Oscar Mauricio Hernandez Rodriguez, Vera L. D. Tomazella, Eder Angelo Milani, Paulo Henrique Ferreira, Pedro Luiz Ramos, Gustavo Bochio, Ivan Carlos Perissini, Oilson Alberto Gonzatto Junior, Alex Leal Mota, Luis Felipe Acuna Alegria, Danilo Colombo, Paulo Guilherme Oliveira De Oliveira, Hugo Francisco Lisboa Santos & Marcus Vinicius De Campos De Magalhaes. (2020) Incorporation of Frailties Into a Non-Proportional Hazard Regression Model and Its Diagnostics for Reliability Modeling of Downhole Safety Valves. IEEE Access 8, pages 219757-219774.
Crossref
Vinicius F. Calsavara, Agatha S. Rodrigues, Ricardo Rocha, Vera Tomazella & Francisco Louzada. (2019) Defective regression models for cure rate modeling with interval‐censored data. Biometrical Journal 61:4, pages 841-859.
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