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Author
Sabharwal Alka (University of Delhi, India), Grover Gurprit (University of Delhi, India)
Title
Comparison of Diabetic Nephropathy Onset Time of Two Groups with Left Truncated and Right Censored Data
Source
Statistics in Transition, 2018, vol. 19, nr 3, s. 527-549, rys., tab., bibliogr. s. 548-549
Keyword
Analiza przeżycia, Estymator Kaplana-Meiera, Rozkład cech statystycznych
Survival analysis, Kaplan-Meier estimator, Statistical feature distribution
Note
summ.
Abstract
The present paper is concerned with the comparison of the nephropathy onset time of type-2 diabetic patients, grouped on the basis of gender and age at the time of diabetes diagnosis. Diabetic Nephropathy (DN) onset time is assumed to follow Weibull distribution with fixed left truncation. The likelihood ratio test is applied on uncensored cases and Thoman and Bain two sample tests is applied with generated left truncated Weibull distributions. To avoid the model validity issues for left truncated and right censored data (LTRC), the nonparametric approach, suggested by Kaplan and Meier, is used to compare the survival function of two groups over different time periods. Another method based on median survival time of the pooled group is applied to compare the survival function of two groups with LTRC data. The major advantage of developing methods for comparing the nephropathy onset times of DM patients is that the expected DN onset time of new DM patients can be predicted depending on the patient group. (original abstract)
Accessibility
The Main Library of the Cracow University of Economics
The Library of Warsaw School of Economics
The Library of University of Economics in Katowice
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ISSN
1234-7655
Language
eng
URI / DOI
http://dx.doi.org/10.21307/stattrans-2018-029
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