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  • Search: subject:"Strong Approximation"
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Year of publication
Subject
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strong approximation 14 Schätztheorie 11 Strong approximation 9 Estimation theory 7 Bootstrap 5 Bootstrap approach 5 Bootstrap-Verfahren 5 Nichtparametrisches Verfahren 5 Nonparametric statistics 5 Extreme value distribution 4 Regression analysis 4 Regressionsanalyse 4 Time series analysis 4 Zeitreihenanalyse 4 anti-concentration inequalities 4 concentration inequalities 4 conditional moments 4 infinite dimensional constraints 4 linear programming 4 Mathematische Optimierung 3 Stochastic process 3 Stochastischer Prozess 3 adaptive moment selection 3 moderate deviations 3 non-Donsker empirical process methods 3 partial identification 3 Bound analysis 2 GMM 2 GMM estimation 2 Gaussian process 2 Induktive Statistik 2 Martingal 2 Martingale 2 Nichtlineare Regression 2 Nonlinear regression 2 Nonlinear welfare functionals 2 Nonparametric demand with endogeneity 2 Optimal sup-norm convergence rates 2 Score bootstrap uniform confidence bands 2 Series 2SLS 2
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Online availability
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Free 19 Undetermined 11 CC license 1
Type of publication
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Book / Working Paper 16 Article 15
Type of publication (narrower categories)
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Working Paper 9 Article in journal 5 Aufsatz in Zeitschrift 5 Arbeitspapier 3 Graue Literatur 3 Non-commercial literature 3 Article 2
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Language
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English 18 Undetermined 13
Author
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Chernozhukov, Victor 5 Chen, Xiaohong 4 Christensen, Timothy M. 4 Li, Jia 4 Liao, Zhipeng 4 Seo, Myung Hwan 4 Hidalgo, Javier 3 Lee, Sokbae 3 Horvath, Peter 2 Härdle, Wolfgang Karl 2 Neumann, Michael H. 2 Patton, Andrew J. 2 Rosen, Adam 2 Rosen, Adam M. 2 Yang, Lijian 2 Zheng, Shuzhuan 2 Abdushukuro, Abdurahim 1 Belloni, Alexandre 1 Bladt, Martin 1 Csáki, Endre 1 Dette, Holger 1 Fernández-Val, Iván 1 Földes, Antónia 1 Geffray, Ségolen 1 Hidalgo-Moreno, Javier 1 Hu, Yueyun 1 Huang, Wei 1 Jackel, Peter 1 Kahl, Christian 1 Mihalache, Stefan 1 Mojirsheibani, Majid 1 Peralta, Oscar 1 Sokbae 'Simon' Lee 1 Steinebach, Josef 1 Četverikov, Denis N. 1
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Institution
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Suntory and Toyota International Centres for Economics and Related Disciplines, LSE 2 Centre for Microdata Methods and Practice (CEMMAP) 1 Departamento de Economía, Universidad Carlos III de Madrid 1 Départment des sciences administratives, Université du Québec en Outaouais (UQO) 1 Sonderforschungsbereich 373, Quantifikation und Simulation ökonomischer Prozesse, Wirtschaftswissenschaftliche Fakultät 1 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 1
Published in...
All
cemmap working paper 4 Journal of econometrics 2 Quantitative Economics 2 Quantitative economics : QE ; journal of the Econometric Society 2 STICERD - Econometrics Paper Series 2 CEMMAP working papers / Centre for Microdata Methods and Practice 1 CeMMAP working papers 1 ERID working paper 1 Economic Research Initiatives at Duke (ERID) Working Paper 1 Economics Working Papers / Departamento de Economía, Universidad Carlos III de Madrid 1 Journal of Econometrics 1 Mathematics of operations research 1 Metrika 1 Quantitative Finance 1 RePAd Working Paper Series 1 SFB 373 Discussion Paper 1 SFB 373 Discussion Papers 1 SFB 649 Discussion Paper 1 SFB 649 Discussion Papers 1 Statistical Inference for Stochastic Processes 1 Statistical Methods and Applications 1 Statistics & Probability Letters 1 Stochastic Processes and their Applications 1 TEST: An Official Journal of the Spanish Society of Statistics and Operations Research 1 Technical report / Sonderforschungsbereich 475 Komplexitätsreduktion in Multivariaten Datenstrukturen, Universität Dortmund 1
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Source
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RePEc 15 ECONIS (ZBW) 8 EconStor 8
Showing 1 - 10 of 31
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Strongly convergent homogeneous approximations to inhomogeneous Markov jump processes and applications
Bladt, Martin; Peralta, Oscar - In: Mathematics of operations research 50 (2025) 1, pp. 334-355
Persistent link: https://www.econbiz.de/10015211698
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A consistent specification test for dynamic quantile models
Horvath, Peter; Li, Jia; Liao, Zhipeng; Patton, Andrew J. - In: Quantitative Economics 13 (2022) 1, pp. 125-151
Correct specification of a conditional quantile model implies that a particular conditional moment is equal to zero. We nonparametrically estimate the conditional moment function via series regression and test whether it is identically zero using uniform functional inference. Our approach is...
Persistent link: https://www.econbiz.de/10014536932
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A consistent specification test for dynamic quantile models
Horvath, Peter; Li, Jia; Liao, Zhipeng; Patton, Andrew J. - In: Quantitative economics : QE ; journal of the … 13 (2022) 1, pp. 125-151
Correct specification of a conditional quantile model implies that a particular conditional moment is equal to zero. We nonparametrically estimate the conditional moment function via series regression and test whether it is identically zero using uniform functional inference. Our approach is...
Persistent link: https://www.econbiz.de/10012807744
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Optimal sup-norm rates and uniform inference on nonlinear functionals of nonparametric IV regression
Chen, Xiaohong; Christensen, Timothy M. - In: Quantitative Economics 9 (2018) 1, pp. 39-84
This paper makes several important contributions to the literature about non- parametric instrumental variables (NPIV ) estimation and inference on a structural function h0 and functionals of h0 .First, we derive sup-norm convergence rates for computationally simple sieve NPIV (series two-stage...
Persistent link: https://www.econbiz.de/10011995512
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Optimal sup-norm rates and uniform inference on nonlinear functionals of nonparametric IV regression
Chen, Xiaohong; Christensen, Timothy M. - In: Quantitative economics : QE ; journal of the … 9 (2018) 1, pp. 39-84
This paper makes several important contributions to the literature about non- parametric instrumental variables (NPIV ) estimation and inference on a structural function h 0 and functionals of h 0 .First,wederivesup-normconvergence rates for computationally simple sieve NPIV (series two-stage...
Persistent link: https://www.econbiz.de/10011884399
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Uniform nonparametric series inference for dependent data with an application to the search and matching model
Li, Jia; Liao, Zhipeng - 2018
strong approximation theory of sample averages of serially dependent random vectors with dimensions growing with the sample … size. The strong approximation is first proved for heterogeneous martingale difference arrays and then extended to general …
Persistent link: https://www.econbiz.de/10012117544
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Optimal sup-norm rates and uniform inference on nonlinear functionals of nonparametric IV regression
Chen, Xiaohong; Christensen, Timothy M. - 2017
This paper makes several important contributions to the literature about nonparametric instrumental variables (NPIV) estimation and inference on a structural function h0 and its functionals. First, we derive sup-norm convergence rates for computationally simple sieve NPIV (series 2SLS)...
Persistent link: https://www.econbiz.de/10011941433
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Optimal sup-norm rates and uniform inference on nonlinear functionals of nonparametric IV regression
Chen, Xiaohong; Christensen, Timothy M. - 2017 - Revised: January 25, 2017
This paper makes several important contributions to the literature about nonparametric instrumental variables (NPIV) estimation and inference on a structural function h0 and its functionals. First, we derive sup-norm convergence rates for computationally simple sieve NPIV (series 2SLS)...
Persistent link: https://www.econbiz.de/10011596624
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Uniform nonparametric inference for time series
Li, Jia; Liao, Zhipeng - In: Journal of econometrics 219 (2020) 1, pp. 38-51
Persistent link: https://www.econbiz.de/10012483186
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Conditional quantile processes based on series or many regressors
Belloni, Alexandre; Chernozhukov, Victor; Četverikov, … - In: Journal of econometrics 213 (2019) 1, pp. 4-29
Persistent link: https://www.econbiz.de/10012304540
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