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09/02/2023
Testing for sufficient follow-up in censored survival data by using extremes
In survival analysis, it often happens that some individuals, referred t...
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02/07/2023
Comparison of Quantile Regression Curves with Censored Data
This paper proposes a new test for the comparison of conditional quantil...
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01/08/2023
Density estimation and regression analysis on S^d in the presence of measurement error
This paper studies density estimation and regression analysis with conta...
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09/03/2022
Instrumental variable quantile regression under random right censoring
This paper studies a semiparametric quantile regression model with endog...
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08/10/2022
Testing for error invariance in separable instrumental variable models
The hypothesis of error invariance is central to the instrumental variab...
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08/08/2022
A Gaussian model for survival data subject to dependent censoring and confounding
This paper considers the problem of inferring the causal effect of a var...
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07/17/2022
A 2-step estimation procedure for semiparametric mixture cure models
Cure models have been developed as an alternative modelling approach to ...
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01/26/2022
Instrumental variable estimation of dynamic treatment effects on a survival outcome
This paper considers identification and estimation of the causal effect ...
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10/05/2021
Robust censored regression with l1-norm regularization
This paper considers inference in a linear regression model with random ...
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05/03/2021
A nonparametric instrumental approach to endogeneity in competing risks models
This paper discusses endogenous treatment models with duration outcomes,...
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04/14/2021
Dependent censoring based on copulas
Consider a survival time T that is subject to random right censoring, an...
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02/08/2021
A test for comparing conditional ROC curves with multidimensional covariates
The comparison of Receiver Operating Characteristic (ROC) curves is freq...
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12/31/2020
Semi-Parametric Estimation of Incubation and Generation Times by Means of Laguerre Polynomials
In epidemics many interesting quantities, like the reproduction number, ...
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11/20/2020
Nonparametric instrumental regression with right censored duration outcomes
This paper analyzes the effect of a discrete treatment Z on a duration T...
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09/13/2020
A simulation-extrapolation approach for the mixture cure model with mismeasured covariates
We consider survival data from a population with cured subjects in the p...
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08/12/2020
A presmoothing approach for estimation in mixture cure models
A challenge when dealing with survival analysis data is accounting for a...
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09/18/2019
Nonparametric estimation of conditional cure models for heavy-tailed distributions and under insufficient follow-up
When analyzing time-to-event data, it often happens that some subjects d...
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07/02/2019
Specification testing in semi-parametric transformation models
In transformation regression models the response is transformed before f...
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06/04/2018
On an extension of the promotion time cure model
We consider the problem of estimating the distribution of time-to-event ...
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04/04/2018
Non-parametric cure rate estimation under insufficient follow-up using extremes
An important research topic in survival analysis is related to the model...
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03/09/2018
The nonparametric location-scale mixture cure model
We propose completely nonparametric methodology to investigate location-...
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12/07/2017