Frequentist and Bayesian approaches for interval-censored data
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DOI: 10.1007/BF02777221
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- Meei Pyng Ng, 2002. "A Modification of Peto's Nonparametric Estimation of Survival Curves for Interval-Censored Data," Biometrics, The International Biometric Society, vol. 58(2), pages 439-442, June.
- Wei Pan & Rick Chappell, 2002. "Estimation in the Cox Proportional Hazards Model with Left-Truncated and Interval-Censored Data," Biometrics, The International Biometric Society, vol. 58(1), pages 64-70, March.
- Yu, Qiqing & Schick, Anton & Li, Linxiong & Wong, George Y. C., 1998. "Asymptotic properties of the GMLE with case 2 interval-censored data," Statistics & Probability Letters, Elsevier, vol. 37(3), pages 223-228, March.
- Anton Schick & Qiqing Yu, 2000. "Consistency of the GMLE with Mixed Case Interval‐Censored Data," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 27(1), pages 45-55, March.
- Gómez, Guadalupe & Van Ryzin, John, 1992. "Estimation of the subsurvival function for time-to-tumor in survival/sacrifice experiments," Statistics & Probability Letters, Elsevier, vol. 13(1), pages 5-13, January.
- Qiqing Yu & Linxiong Li & George Y. C. Wong, 2000. "On Consistency of the Self‐Consistent Estimator of Survival Functions with Interval‐Censored Data," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 27(1), pages 35-44, March.
- Els Goetghebeur & Louise Ryan, 2000. "Semiparametric Regression Analysis of Interval-Censored Data," Biometrics, The International Biometric Society, vol. 56(4), pages 1139-1144, December.
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Cited by:
- Zapata, Samuel D. & Carpio, Carlos E., 2016. "Non-Parametric Estimation of a Distribution Function with Interval Censored Data," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 229802, Southern Agricultural Economics Association.
- Sabourin, Anne, 2015. "Semi-parametric modeling of excesses above high multivariate thresholds with censored data," Journal of Multivariate Analysis, Elsevier, vol. 136(C), pages 126-146.
- Lambert, Philippe, 2011. "Smooth semiparametric and nonparametric Bayesian estimation of bivariate densities from bivariate histogram data," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 429-445, January.
- Zapata, Samuel D. & Carpio, Carlos E., . "Distribution-Free Methods to Estimate Willingness to Pay Models Using Discrete Response Valuation Data," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 49(1).
- Zapata, Samuel D. & Carpio, Carlos E., 2014. "Distribution-free Methods for Estimation of Willingness to Pay Models Using Discrete Response Valuation Data," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170453, Agricultural and Applied Economics Association.
- Patrice Takam Soh & Eugène-Patrice Ndong Nguéma & Henri Gwet & Michel Ndoumbè-Nkeng, 2013. "Smooth estimation of a lifetime distribution with competing risks by using regular interval observations: application to cocoa fruits growth," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 62(5), pages 741-760, November.
- Antonio Calcagnì & Luigi Lombardi & Lorenzo Avanzi & Eduardo Pascali, 2020. "Multiple mediation analysis for interval-valued data," Statistical Papers, Springer, vol. 61(1), pages 347-369, February.
- Pantazis, Nikos & Kenward, Michael G. & Touloumi, Giota, 2013. "Performance of parametric survival models under non-random interval censoring: A simulation study," Computational Statistics & Data Analysis, Elsevier, vol. 63(C), pages 16-30.
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Keywords
AIDS; Bayesian inference; Hypothesis testing; Interval censoring; Nonparametric methods; Permutational tests;All these keywords.
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