Articles
- Fan, Jianqing & Fan, Yingying & Lv, Jinchi, 2008.
"High dimensional covariance matrix estimation using a factor model,"
Journal of Econometrics,
Elsevier, vol. 147(1), pages 186-197, November.
[Downloadable!] (restricted)
Cited by:
- Arco van Oord & Martin Martens & Herman K. van Dijk, 2009.
"Robust Optimization of the Equity Momentum Strategy,"
Tinbergen Institute Discussion Papers
09-011/4, Tinbergen Institute.
[Downloadable!]
- Jianqing Fan & Mingjin Wang & Qiwei Yao, 2008.
"Modelling multivariate volatilities via conditionally uncorrelated components,"
Journal Of The Royal Statistical Society Series B,
Royal Statistical Society, vol. 70(4), pages 679-702.
[Downloadable!] (restricted)
Cited by:
- Antonio García-Ferrer & Ester González-Prieto & Daniel Peña, 2008.
"A multivariate generalized independent factor GARCH model with an application to financial stock returns,"
Statistics and Econometrics Working Papers
ws087528, Universidad Carlos III, Departamento de Estadística y Econometría.
[Downloadable!]
- Fan, Jianqing & Wang, Yazhen, 2007.
"Multi-Scale Jump and Volatility Analysis for High-Frequency Financial Data,"
Journal of the American Statistical Association,
American Statistical Association, vol. 102, pages 1349-1362, December.
[Downloadable!] (restricted)
Cited by:
- Kim Christensen & Roel Oomen & Mark Podolskij, 2009.
"Realised Quantile-Based Estimation of the Integrated Variance,"
CREATES Research Papers
2009-27, School of Economics and Management, University of Aarhus.
[Downloadable!]
- Neil Shephard & Kevin Sheppard, 2009.
"Realising the future: forecasting with high frequency based volatility (HEAVY) models,"
Economics Series Working Papers
438, University of Oxford, Department of Economics.
[Downloadable!]
- Vuorenmaa, Tommi A., 2008.
"Decimalization, Realized Volatility, and Market Microstructure Noise,"
MPRA Paper
8692, University Library of Munich, Germany.
[Downloadable!]
- Neil Shephard & Kevin Sheppard, 2009.
"Realising the future: forecasting with high frequency based volatility (HEAVY) models,"
OFRC Working Papers Series
2009fe02, Oxford Financial Research Centre.
[Downloadable!]
- Fulvio Corsi & Davide Pirino & Roberto Renò, 2008.
"Volatility forecasting: the jumps do matter,"
Department of Economics University of Siena
534, Department of Economics, University of Siena.
[Downloadable!]
- Fulvio Corsi & Davide Pirino & Roberto Reno, 2009.
"Volatility Forecasting: The Jumps Do Matter,"
Global COE Hi-Stat Discussion Paper Series
gd08-036, Institute of Economic Research, Hitotsubashi University.
[Downloadable!]
- Jianqing Fan & Jiancheng Jiang, 2007.
"Nonparametric inference with generalized likelihood ratio tests,"
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research,
Springer, vol. 16(3), pages 409-444, December.
[Downloadable!] (restricted)
Cited by:
- Xiaohong Chen & Wei Biao Wu & Yanping Yi, 2009.
"Efficient Estimation of Copula-based Semiparametric Markov Models,"
Cowles Foundation Discussion Papers
1691, Cowles Foundation, Yale University, revised Mar 2009.
[Downloadable!]
- Peter Bickel & Bo Li & Alexandre Tsybakov & Sara Geer & Bin Yu & Teófilo Valdés & Carlos Rivero & Jianqing Fan & Aad Vaart, 2006.
"Regularization in statistics,"
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research,
Springer, vol. 15(2), pages 271-344, September.
[Downloadable!] (restricted)
Cited by:
- Alain Baccini & Pascal G. P. Martin & Sébastien Déjean & Ignacio González, 2008.
"CCA: An R Package to Extend Canonical Correlation Analysis,"
Journal of Statistical Software,
American Statistical Association, vol. 23(12), 01.
[Downloadable!]
- Fan, Jianqing & Jiang, Jiancheng, 2005.
"Nonparametric Inferences for Additive Models,"
Journal of the American Statistical Association,
American Statistical Association, vol. 100, pages 890-907, September.
[Downloadable!] (restricted)
Cited by:
- Peter Bickel & Bo Li & Alexandre Tsybakov & Sara Geer & Bin Yu & Teófilo Valdés & Carlos Rivero & Jianqing Fan & Aad Vaart, 2006.
"Regularization in statistics,"
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research,
Springer, vol. 15(2), pages 271-344, September.
[Downloadable!] (restricted)
- Jianqing Fan & Jiancheng Jiang, 2007.
"Rejoinder on: Nonparametric inference with generalized likelihood ratio tests,"
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research,
Springer, vol. 16(3), pages 471-478, December.
[Downloadable!] (restricted)
- Felix Abramovich & Italia Feis & Theofanis Sapatinas, 2009.
"Optimal testing for additivity in multiple nonparametric regression,"
Annals of the Institute of Statistical Mathematics,
Springer, vol. 61(3), pages 691-714, September.
[Downloadable!] (restricted)
- Fan, Jianqing & Peng, Heng & Huang, Tao, 2005.
"Semilinear High-Dimensional Model for Normalization of Microarray Data: A Theoretical Analysis and Partial Consistency,"
Journal of the American Statistical Association,
American Statistical Association, vol. 100, pages 781-796, September.
[Downloadable!] (restricted)
Cited by:
- Peter Bickel & Bo Li & Alexandre Tsybakov & Sara Geer & Bin Yu & Teófilo Valdés & Carlos Rivero & Jianqing Fan & Aad Vaart, 2006.
"Regularization in statistics,"
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research,
Springer, vol. 15(2), pages 271-344, September.
[Downloadable!] (restricted)
- Jianqing Fan & Runze Li, 2004.
"New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis,"
Journal of the American Statistical Association,
American Statistical Association, vol. 99, pages 710-723, January.
[Downloadable!] (restricted)
Cited by:
- Pötscher, Benedikt M., 2007.
"Confidence Sets Based on Sparse Estimators Are Necessarily Large,"
MPRA Paper
5677, University Library of Munich, Germany, revised Apr 2009.
[Downloadable!]
- Pötscher, Benedikt M. & Schneider, Ulrike, 2007.
"On the distribution of the adaptive LASSO estimator,"
MPRA Paper
6913, University Library of Munich, Germany, revised Dec 2008.
[Downloadable!]
- Ordás Criado, Carlos & Valente, Simone & Stengos, Thanasis, 2009.
"Growth and the pollution convergence hypothesis: A nonparametric approach,"
MPRA Paper
17492, University Library of Munich, Germany.
[Downloadable!]
Other versions:
- Jianqing Fan & Qiwei Yao & Zongwu Cai, 2003.
"Adaptive varying-coefficient linear models,"
Journal Of The Royal Statistical Society Series B,
Royal Statistical Society, vol. 65(1), pages 57-80.
[Downloadable!] (restricted)
Cited by:
- Pavel Cizek & Wolfgang Härdle & Vladimir Spokoiny, 2008.
"Adaptive pointwise estimation in time-inhomogeneous time-series models,"
SFB 649 Discussion Papers
SFB649DP2008-002, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
[Downloadable!]
Other versions: - Gloria González-Rivera & Tae-Hwy Lee, 2007.
"Nonlinear Time Series in Financial Forecasting,"
Working Papers
200803, University of California at Riverside, Department of Economics, revised Feb 2008.
[Downloadable!]
- Jianqing Fan & Jiancheng Jiang, 2007.
"Nonparametric inference with generalized likelihood ratio tests,"
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research,
Springer, vol. 16(3), pages 409-444, December.
[Downloadable!] (restricted)
- Matthias Fengler & Wolfgang Härdle & Enno Mammen, 2005.
"A Dynamic Semiparametric Factor Model for Implied Volatility String Dynamics,"
SFB 649 Discussion Papers
SFB649DP2005-020, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
[Downloadable!]
- Jianqing Fan & Juan Gu, 2003.
"Semiparametric estimation of Value at Risk,"
Econometrics Journal,
Royal Economic Society, vol. 6(2), pages 261-290, December.
[Downloadable!] (restricted)
Cited by:
- Maria Rosa Nieto & Esther Ruiz, 2008.
"Measuring financial risk : comparison of alternative procedures to estimate VaR and ES,"
Statistics and Econometrics Working Papers
ws087326, Universidad Carlos III, Departamento de Estadística y Econometría.
[Downloadable!]
- Marno Verbeek & Jeroen VK Rombouts, 2005.
"Evaluating Portfolio Value-at-Risk using Semi-Parametric GARCH Models,"
Computing in Economics and Finance 2005
40, Society for Computational Economics.
[Downloadable!]
Other versions:- Rombouts, J.V.K. & Verbeek, M.J.C.M., 2009.
"Evaluating Portfolio Value-At-Risk Using Semi-Parametric GARCH Models,"
Research Paper
ERS-2004-107-F&A Revision, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus Uni.
[Downloadable!]
- Jeroen V.K. Rombouts & Marno Verbeek, 2004.
"Evaluating Portfolio Value-at-Risk using Semi-Parametric GARCH Models,"
Cahiers de recherche
04-14, HEC Montréal, Institut d'économie appliquée.
[Downloadable!]
- Mstislav Elagin, 2008.
"Locally adaptive estimation methods with application to univariate time series,"
Quantitative Finance Papers
0812.0449, arXiv.org.
[Downloadable!]
- Juan Carlos Escanciano & Jose Olmo, 2007.
"Backtesting Parametric Value-at-Risk with Estimation Risk,"
Caepr Working Papers
2007-005_updated, Center for Applied Economics and Policy Research, Economics Department, Indiana University Bloomington.
[Downloadable!]
- Jörg Polzehl & Vladimir Spokoiny, 2006.
"Varying coefficient GARCH versus local constant volatility modeling. Comparison of the predictive power,"
SFB 649 Discussion Papers
SFB649DP2006-033, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
[Downloadable!]
- J. Carlos Escanciano & Jose Olmo, 2007.
"Estimation risk effects on backtesting for parametric value-at-risk models,"
City University Economics Discussion Papers
07/11, Department of Economics, City University, London.
[Downloadable!]
- Fan J. & Zhang C., 2003.
"A Reexamination of Diffusion Estimators With Applications to Financial Model Validation,"
Journal of the American Statistical Association,
American Statistical Association, vol. 98, pages 118-134, January.
[Downloadable!] (restricted)
Cited by:
- J. Jimenez & R. Biscay & T. Ozaki, 2005.
"Inference Methods for Discretely Observed Continuous-Time Stochastic Volatility Models: A Commented Overview,"
Asia-Pacific Financial Markets,
Springer, vol. 12(2), pages 109-141, June.
[Downloadable!] (restricted)
- Peroni, Chiara, 2009.
"Testing Linearity in Term Structures,"
MPRA Paper
16471, University Library of Munich, Germany.
[Downloadable!]
- Fan J. & Huang L-S., 2001.
"Goodness-of-Fit Tests for Parametric Regression Models,"
Journal of the American Statistical Association,
American Statistical Association, vol. 96, pages 640-652, June.
[Downloadable!] (restricted)
Cited by:
- Hui Guo & Zijun Wang & Jian Yang, 2006.
"Does aggregate relative risk aversion change countercyclically over time? evidence from the stock market,"
Working Papers
2006-047, Federal Reserve Bank of St. Louis.
[Downloadable!]
- Juan Carlos Escanciano, 2005.
"Goodness-of-fit Tests for Linear and Non-linear Time Series Models,"
Faculty Working Papers
02/05, School of Economics and Business Administration, University of Navarra.
[Downloadable!]
Other versions: - Juan Carlos Escanciano, 2004.
"Model Checks Using Residual Marked Empirical Processes,"
Faculty Working Papers
13/04, School of Economics and Business Administration, University of Navarra.
[Downloadable!]
- Wang-Li Xu & Li-Xing Zhu, 2008.
"Goodness-of-fit testing for varying-coefficient models,"
Metrika,
Springer, vol. 68(2), pages 129-146, September.
[Downloadable!] (restricted)
- Juan Carlos Escanciano & Silvia Mayoral, .
"Data-Driven Smooth Tests for the Martingale Difference Hypothesis,"
Faculty Working Papers
01/07, School of Economics and Business Administration, University of Navarra.
[Downloadable!]
- Gao, Jiti & King, Maxwell, 2003.
"Estimation and model specification testing in nonparametric and semiparametric econometric models,"
MPRA Paper
11989, University Library of Munich, Germany, revised Feb 2006.
[Downloadable!]
- Emmanuel Guerre & Pascal Lavergne, 2004.
"Data-Driven Rate-Optimal Specification Testing In Regression Models,"
Econometrics
0411008, EconWPA.
[Downloadable!]
- Fan J. & Li R., 2001.
"Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties,"
Journal of the American Statistical Association,
American Statistical Association, vol. 96, pages 1348-1360, December.
[Downloadable!] (restricted)
Cited by:
- Peter Bickel & Bo Li & Alexandre Tsybakov & Sara Geer & Bin Yu & Teófilo Valdés & Carlos Rivero & Jianqing Fan & Aad Vaart, 2006.
"Regularization in statistics,"
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research,
Springer, vol. 15(2), pages 271-344, September.
[Downloadable!] (restricted)
- Schneider, Ulrike & Wagner, Martin, 2008.
"Catching Growth Determinants with the Adaptive LASSO,"
Economics Series
232, Institute for Advanced Studies.
[Downloadable!]
- Hannes Leeb & Benedikt M. Poetscher, 2005.
"Sparse Estimators and the Oracle Property, or the Return of Hodges' Estimator,"
Cowles Foundation Discussion Papers
1500, Cowles Foundation, Yale University, revised Apr 2007.
[Downloadable!]
Other versions: - Pötscher, Benedikt M., 2007.
"Confidence Sets Based on Sparse Estimators Are Necessarily Large,"
MPRA Paper
5677, University Library of Munich, Germany, revised Apr 2009.
[Downloadable!]
- Prasad Naik & Michel Wedel & Lynd Bacon & Anand Bodapati & Eric Bradlow & Wagner Kamakura & Jeffrey Kreulen & Peter Lenk & David Madigan & Alan Montgomery, 2008.
"Challenges and opportunities in high-dimensional choice data analyses,"
Marketing Letters,
Springer, vol. 19(3), pages 201-213, December.
[Downloadable!] (restricted)
- Pötscher, Benedikt M. & Schneider, Ulrike, 2007.
"On the distribution of the adaptive LASSO estimator,"
MPRA Paper
6913, University Library of Munich, Germany, revised Dec 2008.
[Downloadable!]
- Pötscher, Benedikt M. & Schneider, Ulrike, 2008.
"Confidence sets based on penalized maximum likelihood estimators,"
MPRA Paper
9062, University Library of Munich, Germany, revised May 2009.
[Downloadable!]
- Pötscher, Benedikt M. & Leeb, Hannes, 2007.
"On the distribution of penalized maximum likelihood estimators: The LASSO, SCAD, and thresholding,"
MPRA Paper
5615, University Library of Munich, Germany, revised Mar 2009.
[Downloadable!]
Other versions:- Pötscher, Benedikt M. & Leeb, Hannes, 2009.
"On the distribution of penalized maximum likelihood estimators: The LASSO, SCAD, and thresholding,"
Journal of Multivariate Analysis,
Elsevier, vol. 100(9), pages 2065-2082, October.
[Downloadable!] (restricted)
- Antoniadis A. & Fan J., 2001.
"Regularization of Wavelet Approximations,"
Journal of the American Statistical Association,
American Statistical Association, vol. 96, pages 939-967, September.
[Downloadable!] (restricted)
Cited by:
- Hee-Seok Oh & Donghoh Kim & Youngjo Lee, 2009.
"Cross-validated wavelet shrinkage,"
Computational Statistics,
Springer, vol. 24(3), pages 497-512, August.
[Downloadable!] (restricted)
- Hee-Seok Oh & Donghoh Kim, 2006.
"CVTresh: R Package for Level-Dependent Cross-Validation Thresholding,"
Journal of Statistical Software,
American Statistical Association, vol. 15(10), 04.
[Downloadable!]
- Véronique Delouille & Rainer Sachs, 2005.
"Estimation of nonlinear autoregressive models using design-adapted wavelets,"
Annals of the Institute of Statistical Mathematics,
Springer, vol. 57(2), pages 235-253, June.
[Downloadable!] (restricted)
- Jianqing Fan, 2000.
"Simultaneous Confidence Bands and Hypothesis Testing in Varying-coefficient Models,"
Scandinavian Journal of Statistics,
Danish Society for Theoretical Statistics, Finnish Statistical Society, Norwegian Statistical Association and Swedish Statistical Association, vol. 27(4), pages 715-731.
[Downloadable!] (restricted)
Cited by:
- Wang-Li Xu & Li-Xing Zhu, 2008.
"Goodness-of-fit testing for varying-coefficient models,"
Metrika,
Springer, vol. 68(2), pages 129-146, September.
[Downloadable!] (restricted)
- Stephen G. Donald & Natércia Fortuna & Vladas Pipiras, 2005.
"Local and global rank tests for multivariate varying-coefficient models,"
FEP Working Papers
196, Universidade do Porto, Faculdade de Economia do Porto.
[Downloadable!]
- N. Locantore & J. Marron & D. Simpson & N. Tripoli & J. Zhang & K. Cohen & Graciela Boente & Ricardo Fraiman & Babette Brumback & Christophe Croux & Jianqing Fan & Alois Kneip & John Marden & Daniel P, 1999.
"Robust principal component analysis for functional data,"
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research,
Springer, vol. 8(1), pages 1-73, June.
[Downloadable!] (restricted)
Cited by:
- Rob J. Hyndman & Md. Shahid Ullah, 2005.
"Robust forecasting of mortality and fertility rates: a functional data approach,"
Monash Econometrics and Business Statistics Working Papers
2/05, Monash University, Department of Econometrics and Business Statistics.
[Downloadable!]
Other versions:
- J. Fan & J. Chen, 1999.
"One-step local quasi-likelihood estimation,"
Journal Of The Royal Statistical Society Series B,
Royal Statistical Society, vol. 61(4), pages 927-943.
[Downloadable!] (restricted)
Cited by:
- Jing Wang & Lijian Yang, 2009.
"Efficient and fast spline-backfitted kernel smoothing of additive models,"
Annals of the Institute of Statistical Mathematics,
Springer, vol. 61(3), pages 663-690, September.
[Downloadable!] (restricted)
- Jianqing Fan & Theo Gasser & Irène Gijbels & Michael Brockmann & Joachim Engel, 1997.
"Local Polynomial Regression: Optimal Kernels and Asymptotic Minimax Efficiency,"
Annals of the Institute of Statistical Mathematics,
Springer, vol. 49(1), pages 79-99, March.
[Downloadable!] (restricted)
Cited by:
- Fröhlich, Markus & Puhani, Patrick A, 2002.
"Immigration and Heterogeneous Labour in Western Germany: A Labour Market Classification Based on Nonparametric Estimation,"
CEPR Discussion Papers
3158, C.E.P.R. Discussion Papers.
[Downloadable!] (restricted)
Other versions:- Frölich, Markus & Puhani, Patrick A., 2002.
"Immigration and Heterogeneous Labor in Western Germany A Labor Market Classification Based on Nonparametric Estimation,"
IZA Discussion Papers
418, Institute for the Study of Labor (IZA).
[Downloadable!]
- Puhani, Patrick A. & Frölich, Markus, 2002.
"Immigration and Heterogeneous Labor in Western Germany : A Labor Market Classification Based on Nonparametric Estimation,"
ZEW Discussion Papers
02-01, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
[Downloadable!]
- J. Vilar-Fernández & J. Vilar-Fernández, 1998.
"Recursive Estimation of Regression Functions by Local Polynomial Fitting,"
Annals of the Institute of Statistical Mathematics,
Springer, vol. 50(4), pages 729-754, December.
[Downloadable!] (restricted)
- Paul W. Wilson & Kathleen Carey, 2004.
"Nonparametric analysis of returns to scale in the US hospital industry,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 19(4), pages 505-524.
[Downloadable!]
- David C. Wheelock & Paul Wilson, 2009.
"Are U.S. banks too large?,"
Working Papers
2009-054, Federal Reserve Bank of St. Louis.
[Downloadable!]
- Jose Galdo & Jeffrey Smith & Dan Black, 2007.
"Bandwidth Selection and the Estimation of Treatment Effects with Unbalanced Data,"
IZA Discussion Papers
3095, Institute for the Study of Labor (IZA).
[Downloadable!]
- Fan, Jianqing & Masry, Elias, 1992.
"Multivariate regression estimation with errors-in-variables: Asymptotic normality for mixing processes,"
Journal of Multivariate Analysis,
Elsevier, vol. 43(2), pages 237-271, November.
[Downloadable!] (restricted)
Cited by:
- Oliver Linton & Yoon-Jae Whang, 2000.
"Nonparametric Estimation with Aggregated Data,"
STICERD - Econometrics Paper Series
/2000/397, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
[Downloadable!]
Other versions:
Did you know? All RePEc services are meant to be be free forever, as they are all run by volunteers.
This page was last updated on 2009-12-5.
This information is provided to you by