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1. Dimension reduction estimation for central mean subspace with missing multivariate response: (Publication); Multivariate response data often arise in practice and they are frequently subject to missingness. Under this circumstance, the standard sufficient dimension reduction (SDR) methods cannot be used directly. ...; Created on 25 September 2019
2. Plug-in marginal estimation under a general regression model with missing responses and covariates: (Publication); In this paper, we consider a general regression model where missing data occur in the response and in the covariates. Our aim is to estimate the marginal distribution function and a marginal functional, ...; Created on 24 September 2019
3. Estimation in the progressive illness-death model: a non-exhaustive review: (Publication); Multistate models can be successfully used for describing complex event history data, for example, describing stages in the disease progression of a patient. The so‐called “illness‐death” model plays a ...; Created on 23 August 2019
4. A quantile regression model for bounded responses based on the exponential-geometric distribution: (Publication); The paper first introduces a new two-parameter continuous probability distribution with bounded support from the extended exponential-geometric distribution. Closed- form expressions are given for the ...; Created on 09 October 2018
5. Parametric estimates for the receiver operating characteristic curve generalization for non-monotone relationships: (Publication); Diagnostic procedures are based on establishing certain conditions and then checking if those conditions are satisfied by a given individual. When the diagnostic procedure is based on a continuous marker, ...; Created on 22 May 2018
6. Body mass index transitions during childhood: a multiple-state model approach: (Publication); Introduction Childhood obesity is of major public health concern with significant health, social and economic impacts, having even potential to reverse the increase in longevity that has been observed. ...; Created on 06 March 2019
7. Quantile regression and its empirical likelihood with missing response at random: (Publication); In this paper, we study the linear quantile regression model when response data are missing at random. Based on the inverse probability weight method, we establish an estimation equation on quantile regression ...; Created on 01 October 2018
8. A <span class="highlight">probability inequality</span> for sums of independent Banach space valued random variables ...: (Publication); ... In this note, we establish a probability inequality for sums of independent B-valued random variables by showing that for every n >= 1 and all t >= 0, P (parallel to Sigma(n)(i=1)Vi parallel to > tb(n)) ...; Created on 01 October 2018
9. Penalized empirical likelihood for quantile regression with missing covariates and auxiliary information: (Publication); Based on the inverse probability weight method, we, in this article, construct the empirical likelihood (EL) and penalized empirical likelihood (PEL) ratios of the parameter in the linear quantile regression ...; Created on 01 October 2018
10. Survival analysis with delayed entry in selected families with application to human longevity: (Publication); In the field of aging research, family-based sampling study designs are commonly used to study the lifespans of long-lived family members. However, the specific sampling procedure should be carefully taken ...; Created on 22 May 2018
11. Performance of BRCA1/2 mutation prediction models in male breast cancer patients: (Publication); To establish whether existing mutation prediction models can identify which male breast cancer (MBC) patients should be offered BRCA1 and BRCA2 diagnostic DNA screening, we compared the performance of ...; Created on 22 May 2018
12. An extension of Feller's strong law of large numbers: (Publication); ... strong law of large numbers and a probability inequality for sums of independent Banach space valued random variables. (C) 2017 Elsevier B.V. All rights reserved. ...; Created on 22 May 2018
13. Estimation of Transition Probabilities for the Illness-Death Model: Package TP.idm: (Publication); In this paper the R package TP.idm to compute an empirical transition probability matrix for the illness-death model is introduced. This package implements a novel non-parametric estimator which is particularly ...; Created on 14 May 2018
14. A non-iterative estimator for interval sampling and doubly truncated data: (Publication); This book is a tribute to Professor Pedro Gil, who created the Department of Statistics, OR and TM at the University of Oviedo, and a former President of the Spanish Society of Statistics and OR (SEIO). ...; Created on 16 March 2018
15. Nonparametric Estimation of Transition Probabilities for a General Progressive Multi-State Model Under CrossSectional Sampling: (Publication); Nonparametric estimation of the transition probability matrix of a progressive multi-state model is consideredunder cross-sectional sampling. Two diﬀerent estimators adapted to possibly right-censored ...; Created on 20 February 2018
16. Inverse Probability Weighted Cox Regression for Doubly Truncated Data: (Publication); Doubly truncated data arise when event times are observed only if they fall within subject-specific, possibly random, intervals. While non-parametric methods for survivor function estimation using doubly ...; Created on 20 February 2018
17. Hypothesis test on response mean with inequality constraints under data missing when covariables are present: (Publication); This paper addresses the problem of hypothesis test on response mean with various inequality constraints in the presence of covariates when response data are missing at random. The various hypotheses include ...; Created on 22 May 2018
18. Comparison of two discrimination indexes in the categorisation of continuous predictors in time-to-event studies: (Publication); The Cox proportionalhazards model is the most widely used survival predictionmodel for analysing time-to-event data. To measure the discrimination ability of a survival model the concordance probability ...; Created on 18 September 2017
19. Receiver operating characteristic curve generalization for non-monotone relationships: (Publication); The receiver operating characteristic curve is a popular graphical method frequently used in order to study the diagnostic capacity of continuous markers. It represents in a plot true-positive rates against ...; Created on 18 September 2017
20. Minimum distance estimators for count data based on the probability generating function with applications: (Publication); This paper studies properties of parameter estimators obtained by minimizing a distance between the empirical probability generating function and the probability generating function of a model for count ...; Created on 18 September 2017
21. The power Muth distribution: (Publication); Muth introduced a probability distribution with application in reliability theory. We propose a new model from the Muth law. This paper studies its statistical properties, such as the computation of the ...; Created on 18 September 2017
22. A class of tests for the two-sample problem for count data: (Publication); A class of tests for the two-sample problem for count data whose test statistic is an L2-norm of the difference between the empirical probability generating functions associated with each sample is considered. ...; Created on 18 September 2017
23. Direct modeling of regression effects for transition probabilities in the progressive illness-death model: (Publication); In this work, we present direct regression analysis for the transition probabilities in the possibly non-Markov progressive illness–death model. The method is based on binomial regression, where the response ...; Created on 18 September 2017
24. Survival analysis with delayed entry in selected families with application to human longevity: (Publication); In the field of aging research, family-based sampling study designs are commonly used to study the lifespans of long-lived family members. However, the specific sampling procedure should be carefully taken ...; Created on 18 September 2017
25. A note on the Log-Lindley distribution: (Publication); The Log-Lindley distribution is a continuous probability model with useful applications in insurance and inventory management. In this note, it is proven that pseudo-random data from this model can be ...; Created on 18 January 2017
26. Cumulative/dynamic ROC curve estimation: (Publication); Receiver operating-characteristic (ROC) curve is a popular graphical method frequently used in order to study the diagnostic capacity of continuous (bio)markers. When the considered outcome is a time-dependent ...; Created on 04 November 2016
27. Spawning habitat selection by the common cuttlefish Sepia officinalis in the Cíes Islands (Northwest Spain): (Publication); We evaluated specific habitat features (bottom substrate type, depth, temperature, season and latitude-longitude) at random locations in the Cíes Islands (Galician Atlantic Islands National Park, Northwest ...; Created on 04 November 2016
28. Asymptotic representation of presmoothed Kaplan-Meier integrals with covariates in a semiparametric censorship model: (Publication); Presmoothed Kaplan–Meier integrals have been proposed as suitable estimators in semiparametric censorship models. They are based on a modification of Kaplan–Meier weights which replaces the censoring indicators ...; Created on 24 October 2016
29. Power, FDR and conservativeness of BB-SGoF method: (Publication); Beta-binomial sequential goodness-of-fit (or BB-SGoF) method for multiple testing has been recently proposed as a suitable modification of the sequential goodness-of-fit (SGoF) multiple testingmethod ...; Created on 01 September 2017
30. Predicting malignant and tuberculous pleural effusions through demographics and pleural fluid analysis of patients effusions: (Publication); IntroductionThe differential diagnosis of malignant and tuberculous pleural effusion is frequently difficult. ObjectivesThe aim of our study is to determine the discrimination value of demographic ...; Created on 01 September 2017
31. Assessing neural activity related to decision-making through flexible odds ratio curves and their derivatives: (Publication); It is well established that neural activity is stochastically modulated over time. Therefore, direct comparisons across experimental conditions and determination of change points or maximum firing rates ...; Created on 08 September 2017
32. A semiparametric estimator of the bivariate distribution function for censored gap times: (Publication); Let (T1, T2) be gap times corresponding to two consecutive events, which are observed subject to random right-censoring. In this paper, a semiparametric estimator of the bivariate distribution function ...; Created on 08 September 2017
33. Asymptotic behavior of robust estimators in partially linear models with missing responses: the effect of estimating the missing probability on the simplified marginal estimators: (Publication); Created on 08 September 2017