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  • Search: subject:"Nonparametric quantile regression"
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Year of publication
Subject
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Nichtparametrisches Verfahren 5 Nonparametric quantile regression 4 nonparametric quantile regression 4 Nonparametric statistics 3 Regression analysis 3 Regressionsanalyse 3 Theorie 3 CAViaR 2 Estimation theory 2 Nonparametric Quantile Regression 2 Regression 2 Schätztheorie 2 Value at Risk 2 bandwidth choice 2 crossvalidation 2 extreme value theory 2 instrumental variable 2 local alternative 2 monotonization 2 nonlinear inverse problem 2 penalizing functions 2 risk management 2 specification test 2 Estimation 1 Extremwertanalyse 1 Factor analysis 1 Faktorenanalyse 1 Hauptkomponentenanalyse 1 IV-Schätzung 1 Ill-Posed Inverse Problems 1 Instrumental Variable 1 Instrumental variables 1 Life cycle hypothesis 1 Lifetime utility 1 Nonlinear Pricing Curve 1 Principal Component Analysis 1 Principal component analysis 1 Prognoseverfahren 1 Quantile Factor Models 1 Schätzung 1
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Online availability
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Free 10
Type of publication
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Book / Working Paper 9 Article 1
Type of publication (narrower categories)
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Working Paper 6 Arbeitspapier 3 Graue Literatur 3 Non-commercial literature 3
Language
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English 6 Undetermined 4
Author
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Abberger, Klaus 2 Breunig, Christoph 2 Schaumburg, Julia 2 Capéau, Bart 1 Chen, Liang 1 Chernozhukov, Victor 1 Dolado, Juan J. 1 Gagliardini, Patrick 1 Gonzalo, Jesús 1 Halkos, George 1 Pacolet, Jozef 1 Pan, Haozi 1 Scaillet, Olivier 1
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Institution
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Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
Published in...
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SFB 649 Discussion Paper 2 Brussels Economic Review 1 CoFE Discussion Paper 1 CoFE discussion papers 1 MPRA Paper 1 SFB 649 Discussion Papers 1 SFB 649 discussion paper 1 Swiss Finance Institute Research Paper Series 1 Working paper 1
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Source
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RePEc 4 ECONIS (ZBW) 3 EconStor 3
Showing 1 - 10 of 10
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Estimation of characteristics-based quantile factor models
Chen, Liang; Dolado, Juan J.; Gonzalo, Jesús; Pan, Haozi - 2023
Persistent link: https://www.econbiz.de/10014252757
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Specification testing in nonparametric instrumental quantile regression
Breunig, Christoph - 2016
There are many environments in econometrics which require nonseparable modeling of a structural disturbance. In a nonseparable model, key conditions are validity of instrumental variables and monotonicity of the model in a scalar unobservable. Under these conditions the nonseparable model is...
Persistent link: https://www.econbiz.de/10011580430
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Specification testing in nonparametric instrumental quantile regression
Breunig, Christoph - 2016
There are many environments in econometrics which require nonseparable modeling of a structural disturbance. In a nonseparable model, key conditions are validity of instrumental variables and monotonicity of the model in a scalar unobservable. Under these conditions the nonseparable model is...
Persistent link: https://www.econbiz.de/10011530072
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Predicting extreme VaR: Nonparametric quantile regression with refinements from extreme value theory
Schaumburg, Julia - 2010
This paper studies the performance of nonparametric quantile regression as a tool to predict Value at Risk (VaR). The ….1%) quantiles, where particularly few data points are available, we propose to combine nonparametric quantile regression with …
Persistent link: https://www.econbiz.de/10010270817
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Modelling biodiversity
Halkos, George - Volkswirtschaftliche Fakultät, … - 2010
This study uses a sample of 71 countries and nonparametric quantile and partial regressions to model a number of threatened species (reptiles, mammals, fish, birds, trees, plants) in relation to various economic and environmental variables (GDPc, CO¬2 emissions, agricultural production, energy...
Persistent link: https://www.econbiz.de/10011259479
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Predicting extreme VaR: Nonparametric quantile regression with refinements from extreme value theory
Schaumburg, Julia - Sonderforschungsbereich 649: Ökonomisches Risiko, … - 2010
This paper studies the performance of nonparametric quantile regression as a tool to predict Value at Risk (VaR). The ….1%) quantiles, where particularly few data points are available, we propose to combine nonparametric quantile regression with …
Persistent link: https://www.econbiz.de/10008629520
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The welfare of poorer older people in Belgium and the Netherlands :An application of quantile regression
Capéau, Bart; Pacolet, Jozef - In: Brussels Economic Review 52 (2009) 1, pp. 5-33
On the basis of the SHARE data, we estimate age-conditional quantiles at the 5th, 10th, 15th, 20th, 25th and 50th percentile levels for equivalised gross income, net financial assets and consumption levels, as well as for a (remaining) lifetime utility indicator of people over the age of 50 in...
Persistent link: https://www.econbiz.de/10008868099
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Nonparametric Instrumental Variable Estimators of Structural Quantile Effects
Chernozhukov, Victor; Gagliardini, Patrick; Scaillet, … - 2006
We study the asymptotic distribution of Tikhonov Regularized estimation of quantile structural effects implied by a nonseparable model. The nonparametric instrumental variable estimator is based on a minimum distance principle. We show that the minimum distance problem without regularization is...
Persistent link: https://www.econbiz.de/10005162994
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Penalizing function based bandwidth choice in nonparametric quantile regression
Abberger, Klaus - 2001
adapt it to nonparametric quantile regression estimation, where bandwidth choice is still an unsolved problem. Various …
Persistent link: https://www.econbiz.de/10010324105
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Penalizing function based bandwidth choice in nonparametric quantile regression
Abberger, Klaus - 2001
adapt it to nonparametric quantile regression estimation, where bandwidth choice is still an unsolved problem. Various …
Persistent link: https://www.econbiz.de/10011545176
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