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Distributional counterfactual analysis with (common) deterministic trend units
(2018-01)
The goal of this paper is to extend the counterfactual methodologies in particular Carvalho et al. (2016), by considering the estimation of quantile counterfactuals in the presence of trend units. We derive an asymptotically ...
Efficient semiparametric estimation of quantile treatment effects
(Fundação Getulio Vargas. Escola de Pós-graduação em Economia, 2003-01)
This paper presents calculations of semiparametric efficiency bounds for quantile treatment effects parameters when se1ection to treatment is based on observable characteristics. The paper also presents three estimation ...
Automated EEG Signals Analysis Using Quantile Graphs
(Springer, 2017-01-01)
Recently, a map from time series to networks has been proposed [7,6], allowing the use of network statistics to characterize time series. In this approach, time series quantiles are naturally mapped into nodes of a graph. ...
Application of Quantile Graphs to the Automated Analysis of EEG Signals
(Springer, 2020-08-01)
Epilepsy is classified as a chronic neurological disorder of the brain and affects approximately 2% of the world population. This disorder leads to a reduction in people's productivity and imposes restrictions on their ...
Quantile Model-Assisted estimation approach for the estimation of a population total
(2012-02-18)
Abstract: A quantile model-assisted approach is used to estimate a finite population total. This estimator attempts to make efficient use of auxiliary Information under the presence of influential points. The approach ...
O Modelo de Regressão Potência-Normal Logística, Cauchy, Normal e Gumbel para resposta no intervalo unitário
(Universidade Federal de São CarlosUFSCarPrograma Interinstitucional de Pós-Graduação em Estatística - PIPGEsCâmpus São Carlos, 2020-07-17)
In this research a new statistical model is introduced to model data restricted in the continuous interval (0,1) . The new model is the composition of the power-normal distribution and the quantile of another family of ...
Statistical properties of the quantile normalization method for density curve alignment
(ElsevierEstados Unidos, 2017)