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A Bootstrap Approach to Nonparametric Regression for Right Censored Data
Li, Gang; Datta, Somnath - In: Annals of the Institute of Statistical Mathematics 53 (2001) 4, pp. 708-729
Persistent link: https://www.econbiz.de/10005616269
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Inference on the marginal distribution of clustered data with informative cluster size
Nevalainen, Jaakko; Datta, Somnath; Oja, Hannu - In: Statistical Papers 55 (2014) 1, pp. 71-92
In spite of recent contributions to the literature, informative cluster size settings are not well known and understood. In this paper, we give a formal definition of the problem and describe it from different viewpoints. Data generating mechanisms, parametric and nonparametric models are...
Persistent link: https://www.econbiz.de/10010848072
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Validating Marker-Based Incidence Estimates in Repeatedly Screened Populations
Satten, Glen A.; Janssen, Robert; Busch, Michael P.; … - In: Biometrics 55 (1999) 4, pp. 1224-1227
Persistent link: https://www.econbiz.de/10010946430
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Nonparametric Estimation of Stage Occupation Probabilities in a Multistage Model with Current Status Data
Datta, Somnath; Sundaram, Rajeshwari - In: Biometrics 62 (2006) 3, pp. 829-837
Persistent link: https://www.econbiz.de/10010946896
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Nonparametric Estimation for the Three-Stage Irreversible Illness–Death Model
Datta, Somnath; Satten, Glen A.; Datta, Susmita - In: Biometrics 56 (2000) 3, pp. 841-847
Persistent link: https://www.econbiz.de/10010946998
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Marginal Analyses of Clustered Data When Cluster Size Is Informative
Williamson, John M.; Datta, Somnath; Satten, Glen A. - In: Biometrics 59 (2003) 1, pp. 36-42
Persistent link: https://www.econbiz.de/10010947550
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Predicting Patient Survival from Microarray Data by Accelerated Failure Time Modeling Using Partial Least Squares and LASSO
Datta, Susmita; Le-Rademacher, Jennifer; Datta, Somnath - In: Biometrics 63 (2007) 1, pp. 259-271
Persistent link: https://www.econbiz.de/10010948012
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Estimation of Integrated Transition Hazards and Stage Occupation Probabilities for Non-Markov Systems Under Dependent Censoring
Datta, Somnath; Satten, Glen A. - In: Biometrics 58 (2002) 4, pp. 792-802
Persistent link: https://www.econbiz.de/10010948021
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A Signed-Rank Test for Clustered Data
Datta, Somnath; Satten, Glen A. - In: Biometrics 64 (2008) 2, pp. 501-507
Persistent link: https://www.econbiz.de/10010948202
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On Mann–Whitney tests for comparing sojourn time distributions when the transition times are right censored
Fan, Jie; Datta, Somnath - In: Annals of the Institute of Statistical Mathematics 65 (2013) 1, pp. 149-166
We consider the problem of comparing sojourn time distributions of a transient state in a general multistate system in two samples (groups) when the transition times are right censored. Using the reweighting principle, a two-sample Mann–Whitney type of <InlineEquation ID="IEq1"> <EquationSource Format="TEX">$$U$$</EquationSource> </InlineEquation>-statistic is constructed that...</equationsource></inlineequation>
Persistent link: https://www.econbiz.de/10011000091