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  • Search: subject:"Local linear fitting"
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Year of publication
Subject
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Local linear fitting 9 local linear fitting 8 Nichtparametrisches Verfahren 5 Nonparametric statistics 5 Schätztheorie 5 Zeitreihenanalyse 5 Estimation theory 4 Time series analysis 4 Cross-sectional dependence 3 Theorie 3 convergence rates 3 near epoch dependence 3 uniform consistency 3 Bandwidth selection 2 Boundary effects 2 Combination Forecasting 2 Endogenous variables 2 Estimation 2 Fixed design 2 Forecasting model 2 Functional coefficient models 2 Misspecification test 2 Prognoseverfahren 2 Regression analysis 2 Regressionsanalyse 2 Schätzung 2 Simultaneous equations 2 Structural Break Model 2 Structural break 2 Strukturbruch 2 Theory 2 fixed effects 2 large panel 2 panel data 2 penalty function 2 profile likelihood 2 semiparametric regression 2 α-mixing 2 Additive modeling 1 Asymptotic normality 1
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Online availability
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Free 12 Undetermined 4
Type of publication
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Book / Working Paper 15 Article 4
Type of publication (narrower categories)
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Working Paper 6 Arbeitspapier 5 Graue Literatur 5 Non-commercial literature 5 Article in journal 1 Aufsatz in Zeitschrift 1
Language
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Undetermined 10 English 9
Author
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Cai, Zongwu 7 Li, Degui 5 Chen, Jia 4 Gao, Jiti 4 Linton, Oliver 3 Lu, Zudi 3 Gunawan 2 Daouia, Abdelaati 1 Fan, Guo-Liang 1 Honda, Toshio 1 Koo, Chao Hui 1 Laurent, Thibault 1 Li, Henong 1 Li, Qi 1 Ma, Wei-Min 1 Malikov, Emir 1 Noh, Hohsuk 1 Sun, Yiguo 1 Sun, Yuying 1 Wang, Jiang-Feng 1 Wen, Li-Min 1 Xiong, Huaiyu 1 Čížek, Pavel 1
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Institution
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Department of Econometrics and Business Statistics, Monash Business School 3 London School of Economics (LSE) 1 Sonderforschungsbereich 373, Quantifikation und Simulation ökonomischer Prozesse, Wirtschaftswissenschaftliche Fakultät 1 Suntory and Toyota International Centres for Economics and Related Disciplines, LSE 1
Published in...
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Monash Econometrics and Business Statistics Working Papers 3 Working Paper 3 Working papers series in theoretical and applied economics 2 Annals of the Institute of Statistical Mathematics 1 Discussion paper / Center for Economic Research, Tilburg University 1 Journal of Econometrics 1 Journal of econometrics 1 LSE Research Online Documents on Economics 1 SFB 373 Discussion Paper 1 SFB 373 Discussion Papers 1 STICERD - Econometrics Paper Series 1 Statistics & Probability Letters 1 Working paper / Department of Econometrics and Business Statistics, Monash University 1 Working papers / TSE : WP 1
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Source
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RePEc 12 ECONIS (ZBW) 6 EconStor 1
Showing 11 - 19 of 19
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Loch Linear Fitting under Near Epoch Dependence: Uniform Consistency with Convergence Rate
Li, Degui; Linton, Oliver; Lu, Zudi - Suntory and Toyota International Centres for Economics … - 2010
Local linear fitting is a popular nonparametric method in nonlinear statistical andeconometric modelling. Lu and Linton …. The uniformly strong andweak consistencies with convergence rates for the local linear fitting areestablished under mild …
Persistent link: https://www.econbiz.de/10008838720
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Local linear quantile regression with truncated and dependent data
Wang, Jiang-Feng; Ma, Wei-Min; Fan, Guo-Liang; Wen, Li-Min - In: Statistics & Probability Letters 96 (2015) C, pp. 232-240
In this paper, we construct a nonparametric regression quantile estimator by using the local linear fitting for left …
Persistent link: https://www.econbiz.de/10011115976
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Convergency and Divergency of Functional Coefficient Weak Instrumental Variables Models
Cai, Zongwu; Li, Henong - 2013
the local linear fitting technique to estimate coefficient functions by using the estimated reduced forms as regressors …
Persistent link: https://www.econbiz.de/10010892074
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Nonparametric Estimation Of Varying Coefficient Dynamic Panel Data Models
Cai, Zongwu; Li, Qi - 2013
We suggest using a class of semiparametric dynamic panel data models to capture individual variations in panel data. The model assumes linearity in some continu ous/discrete variables which can be exogenous/endogenous, and allows for nonlinearity in other weakly exogenous variables. We propose a...
Persistent link: https://www.econbiz.de/10010892093
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Effient Estimation of Partially Varying Coefficient Instrumental Variables Models
Cai, Zongwu; Xiong, Huaiyu - 2013
We study a new class of semiparametric instrumental variables models with the structural function represented by a partially varying coefficient functional form. Under this representation, the models are linear in the endogenous/exogenous components with unknown constant or functional...
Persistent link: https://www.econbiz.de/10010892097
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Semiparametric trending panel data models with cross-sectional dependence
Chen, Jia; Gao, Jiti; Li, Degui - In: Journal of Econometrics 171 (2012) 1, pp. 71-85
likelihood dummy variable approach based on the first-stage local linear fitting is developed to estimate both the parameter …
Persistent link: https://www.econbiz.de/10010594954
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Trending Time-Varying Coefficient Models With Serially Correlated Errors
Cai, Zongwu - 2003
In this paper we study time-varying coefficient models with time trend function and serially correlated errors to characterize nonlinear, nonstationary and trending phenomenon in time series. Compared with the Nadaraya-Watson method, the local linear approach is developed to estimate the time...
Persistent link: https://www.econbiz.de/10010296443
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Trending Time-Varying Coefficient Models With Serially Correlated Errors
Cai, Zongwu - Sonderforschungsbereich 373, Quantifikation und … - 2003
In this paper we study time-varying coefficient models with time trend function and serially correlated errors to characterize nonlinear, nonstationary and trending phenomenon in time series. Compared with the Nadaraya-Watson method, the local linear approach is developed to estimate the time...
Persistent link: https://www.econbiz.de/10010956577
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Estimation in additive cox models by marginal integration
Honda, Toshio - In: Annals of the Institute of Statistical Mathematics 57 (2005) 3, pp. 403-423
Persistent link: https://www.econbiz.de/10005616380
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