Consistent test for parametric models with right-censored data using projections

2018 ◽  
Vol 118 ◽  
pp. 112-125 ◽  
Author(s):  
Zhihua Sun ◽  
Xue Ye ◽  
Liuquan Sun
Keyword(s):  
Censored Data ◽  
Parametric Models ◽  
Right Censored Data ◽  
Consistent Test

scholarly journals Giniinc: A Stata Package for Measuring Inequality from Incomplete Income and Survival Data

2018 ◽  
Vol 18 (3) ◽  
pp. 692-715
Author(s):  
Long Hong ◽  
Guido Alfani ◽  
Chiara Gigliarano ◽  
Marco Bonetti
Keyword(s):  
Censored Data ◽  
Survival Data ◽  
Gini Index ◽  
Simulated Data ◽  
Likelihood Estimation ◽  
Right Censoring ◽  
Parametric Models ◽  
Test Statistic ◽  
Right Censored Data ◽  
Nonparametric Bounds

Often, observed income and survival data are incomplete because of left- or right-censoring or left- or right-truncation. Measuring inequality (for instance, by the Gini index of concentration) from incomplete data like these will produce biased results. We describe the package giniinc, which contains three independent commands to estimate the Gini concentration index under different conditions. First, survgini computes a test statistic for comparing two (survival) distributions based on the nonparametric estimation of the restricted Gini index for right-censored data, using both asymptotic and permutation inference. Second, survbound computes nonparametric bounds for the unrestricted Gini index from censored data. Finally, survlsl implements maximum likelihood estimation for three commonly used parametric models to estimate the unrestricted Gini index, both from censored and truncated data. We briefly discuss the methods, describe the package, and illustrate its use through simulated data and examples from an oncology and a historical income study.

scholarly journals Weighted expectile regression for right‐censored data

2021 ◽  
Author(s):  
Alexander Seipp ◽  
Verena Uslar ◽  
Dirk Weyhe ◽  
Antje Timmer ◽  
Fabian Otto‐Sobotka
Keyword(s):  
Censored Data ◽  
Right Censored Data ◽  
Expectile Regression

scholarly journals A kernel log-rank test of independence for right-censored data

2021 ◽  
pp. 1-26
Author(s):  
Tamara Fernández ◽  
Arthur Gretton ◽  
David Rindt ◽  
Dino Sejdinovic
Keyword(s):  
Censored Data ◽  
Rank Test ◽  
Right Censored Data ◽  
Test Of Independence ◽  
Log Rank Test

Bias and precision of measures of survival gain from right-censored data

2015 ◽  
Vol 14 (5) ◽  
pp. 409-417 ◽  
Author(s):  
Karen E. Lamb ◽  
Elizabeth J. Williamson ◽  
Michael Coory ◽  
John B. Carlin
Keyword(s):  
Censored Data ◽  
Right Censored Data ◽  
Survival Gain

Inference concerning quantile for left truncated and right censored data

2004 ◽  
Vol 46 (4) ◽  
pp. 819-831 ◽  
Author(s):  
Sana S BuHamra ◽  
Noriah M Al-Kandari ◽  
S.E Ahmed
Keyword(s):  
Censored Data ◽  
Right Censored Data
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