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1. An instrumental variable procedure for estimating Cox models with non‐proportional hazards in the presence of unmeasured confounding: (Publication); Two‐stage instrumental variable methods are commonly used for estimating average causal effects in the presence of an unmeasured confounder. In the context of the proportional hazard Cox regression models, ...; Created on 22 August 2019
2. Hubert's multi‐rater kappa revisited: (Publication); There is a frequent need to measure the degree of agreement among R observers who independently classify n subjects within K nominal or ordinal categories. The most popular methods are usually kappa‐type ...; Created on 06 August 2019
3. Bayesian nonparametric inference for the covariate-adjusted ROC curve: (Publication); Accurate diagnosis of disease is of fundamental importance in clinical practice and medical research. Before a medical diagnostic test is routinely used in practice, its ability to distinguish between ...; Created on 10 October 2018
4. Comments on "One-tailed asymptotic inferences for the difference of proportions: analysis of 97 methods of inference" by Alvarez Hernandez M, Martin Andres A and Herranz Tejedor I. (2018): (Publication); Two-tailed asymptotic inferences for the difference d = p2 − p1 with independent proportions have been widely studied in the literature. Nevertheless, the case of one tail has received less attention, ...; Created on 03 October 2018
5. Penalized profile least squares-based statistical inference for varying coefficient partially linear errors-in-variables models: (Publication); The purpose of this paper is two fold. First, we investigate estimation for varying coefficient partially linear models in which covariates in the nonparametric part are measured with errors. As there ...; Created on 01 October 2018
6. Bootstrap-based procedures for inference in nonparametric receiver-operating characteristic curve regression analysis: (Publication); Prior to using a diagnostic test in a routine clinical setting, the rigorous evaluation of its diagnostic accuracy is essential. The receiver-operating characteristic curve is the measure of accuracy most ...; Created on 22 May 2018
7. Wavelet estimation of density for censored data with censoring indicator missing at random: (Publication); In this paper, we define the nonlinear wavelet estimator of density for the right censoring model with the censoring indicator missing at random (MAR), and develop its asymptotic expression for mean integrated ...; Created on 22 May 2018
8. npregfast: an R package for nonparametric estimation and inference in life sciences: (Publication); We present the R npregfast package via some applications involved with the study of living organisms. The package implements nonparametric estimation procedures in regression models with or without factor-by-curve ...; Created on 18 September 2017
9. New asymptotic inferences about the difference, ratio, and linear combination of two independent proportions: (Publication); In statistics it is customary to realize asymptotic inferences about the difference d, the ratio R or a linear combination L of two independent proportions. In this article the authors evaluate ten inference ...; Created on 18 September 2017
10. Boostrap-based procedures for inference in nonparametric ROC regression analysis: (Publication); Created on 21 September 2017
11. No relationship between patent foramen ovale and Migraine frequency: (Publication); Background: Pathophysiology of migraine is not fully known. A link has been proposed between migraine and patent foramen ovale (PFO). However, there are conflicting data regarding the causal relationship ...; Created on 18 September 2017
12. Boostrap-based procedures for inference in nonparametric ROC regression analysis: (Publication); Before the use of a diagnostic test in a routine clinical setting, the rigorous evaluation of its diagnostic accuracy is an essential step. The receiver operating characteristic (ROC) curve is the measure ...; Created on 10 December 2016
13. TPmsm: Estimation of the transition probabilities in 3-state models: (Publication); One major goal in clinical applications of multi-state models is the estimation of transition probabilities. The usual nonparametric estimator of the transition matrix for non-homogeneous Markov processes ...; Created on 01 September 2017
14. Bandwidth selection for the estimation of transition probabilities in the location-scale progressive three-state model: (Publication); Times between consecutive events are often of interest in medical studies. Usually the events represent different states of the disease process and are modeled using multi-state models. This paper introduces ...; Created on 04 September 2017
15. An R Package For Analyzing Factor‐By‐Curve Interactions: (Publication); Analysis of such studies can be successfully performed using nonparametric regression models. In the nonparametric regression framework, issues of interest include the so‐called factor‐by‐curve interaction, ...; Created on 21 September 2017
16. P3state.msm: Analyzing Survival Data from an Illness-Death Model: (Publication); In longitudinal studies of disease, patients can experience several events across a followup period. Analysis of such studies can be successfully performed by multi-state models. In the multi-state framework, ...; Created on 08 September 2017
17. An R Package For Analyzing Factor‐By‐Curve Interactions: (Publication); Analysis of such studies can be successfully performed using nonparametric regression models. In the nonparametric regression framework, issues of interest include the so‐called factor‐by‐curve interaction, ...; Created on 08 September 2017
18. Feasible estimation in generalized structured models: (Publication); This article introduces a feasible estimation method for a large class of semi and nonparametric models. We present the family of generalized structured models which we wish to estimate. After highlighting ...; Created on 08 September 2017
19. Empirical likelihood inference for semiparametric model with linear process errors: (Publication); Created on 08 September 2017
20. Editorial (Special issue: Papers inspired by the International Seminar on Nonparametric Inference held at the University of Vigo): (Publication); Created on 08 September 2017
21. Inference in the progressive three-state model: (Publication); Created on 12 September 2017