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Physica A, ISSN 0378-4371, 10/2018, Volume 507, pp. 446 - 469
The aim of this study is to analyze the relevance of recently developed news-based measures of economic policy and equity market uncertainty in causing and... 
Forecast evaluation | Granger causality in quantiles | Quantile regression | Forecast of oil distribution | Economic policy | Forecasts and trends
Journal Article
AIP Conference Proceedings, ISSN 0094-243X, 07/2018, Volume 1978, Issue 1
The aim of the paper is to summarize and review methods for modeling and estimating time-varying quantiles and to make several notes on their properties. The... 
Quantiles
Journal Article
Electronic journal of statistics, ISSN 1935-7524, 2018, Volume 12, Issue 2, pp. 4057 - 4093
In this work, we focus on some conditional extreme risk measures estimation for elliptical random vectors. In a previous paper, we proposed a methodology to... 
Haezendonck-goovaerts risk measures | quantiles | Extreme quantiles | Extreme value theory | Elliptical distribution | Heavy-tailed distributions | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Statistics
Journal Article
Ocean engineering, ISSN 0029-8018, 05/2016, Volume 118, pp. 204 - 215
Regression quantile models are proposed to model extreme significant wave height distributions in two Portuguese locations of Figueira da Foz and Azores in the... 
GEV quantiles | Long term data | Climate trends | Pareto quantiles | Extreme significant wave height | Weibull quantiles | Engineering | Physical Sciences | Technology | Engineering, Civil | Engineering, Marine | Engineering, Ocean | Oceanography | Science & Technology | Analysis | Models | Algorithms | Extrapolation | Quantiles | Ocean models | Historic | Regression | Ocean engineering | Mathematical models | Trends
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 08/2018, Volume 114, Issue 527, pp. 1 - 12
Regression quantiles have asymptotic variances that depend on the conditional densities of the response variable given regressors. This article develops a new... 
Standard error | Asymptotic variance | Conditional density estimation | Regression quantile | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Regression | Quantiles | Confidence | Asymptotic properties | Adaptive control | Variance
Journal Article
The Annals of statistics, ISSN 0090-5364, 4/2012, Volume 40, Issue 2, pp. 1102 - 1131
Bayesian inference provides a flexible way of combining data with prior information. However, quantile regression is not equipped with a parametric likelihood,... 
Scientific method | Quantiles | Quantum efficiency | Inference | Regression analysis | Quantile regression | Parametric models | Modeling | Estimators | Estimation methods | Empirical likelihood | High quantiles | Efficiency | Prior | Posterior | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | 62J05 | empirical likelihood | prior | posterior | 62G20 | 62F12 | high quantiles
Journal Article
2005, Econometric Society monographs, ISBN 0521845734, Volume no. 38., xv, 349
Quantile regression is gradually emerging as a unified statistical methodology for estimating models of conditional quantile functions. By complementing the... 
Regression analysis | Statistique mathématique | Mathematical statistics | Analyse de régression
Book
The American statistician, ISSN 0003-1305, 04/2016, Volume 70, Issue 2, pp. 202 - 214
In statistical modeling, we strive to specify models that resemble data collected in studies or observed from processes. Consequently, distributional... 
Visual inference | Normality test | Statistical graphics | Lineup protocol | Quantile-Quantile plot | Quantile–Quantile plot | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology
Journal Article
The Annals of statistics, ISSN 0090-5364, 02/2011, Volume 39, Issue 1, pp. 82 - 130
Journal Article