Details about Lijian Yang
Access statistics for papers by Lijian Yang.
Last updated 2024-09-06. Update your information in the RePEc Author Service.
Short-id: pya33
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Working Papers
2014
- A simultaneous confidence corridor for varying coefficient regression with sparse functional data
SFB 649 Discussion Papers, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk 
See also Journal Article A simultaneous confidence corridor for varying coefficient regression with sparse functional data, TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer (2014) View citations (15) (2014)
- Simultaneous confidence corridors and variable selection for generalized additive models
SFB 649 Discussion Papers, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk
2012
- Spline Regression in the Presence of Categorical Predictors
Department of Economics Working Papers, McMaster University View citations (6)
See also Journal Article Spline Regression in the Presence of Categorical Predictors, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2015) View citations (31) (2015)
2011
- Oracally efficient two-step estimation of generalized additive model
SFB 649 Discussion Papers, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk 
See also Journal Article Oracally Efficient Two-Step Estimation of Generalized Additive Model, Journal of the American Statistical Association, Taylor & Francis Journals (2013) View citations (9) (2013)
2010
- A confidence corridor for sparse longitudinal data curves
SFB 649 Discussion Papers, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk
2005
- Estimation and testing for varying coefficients in additive models with marginal integration
SFB 649 Discussion Papers, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk 
Also in SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes (2002) 
See also Journal Article Estimation and Testing for Varying Coefficients in Additive Models With Marginal Integration, Journal of the American Statistical Association, American Statistical Association (2006) View citations (23) (2006)
2004
- Nonparametric multistep-ahead prediction in time series analysis
LIDAM Reprints CORE, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE) View citations (10)
See also Journal Article Nonparametric multistep‐ahead prediction in time series analysis, Journal of the Royal Statistical Society Series B, Royal Statistical Society (2004) View citations (14) (2004)
2002
- M robustified additive nonparametric regression
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes 
Also in SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes (2002)
2000
- Derivative estimation and testing in generalized additive models
DES - Working Papers. Statistics and Econometrics. WS, Universidad Carlos III de Madrid. Departamento de EstadÃstica View citations (1)
- Hazard regression
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes 
Also in SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes (1999)
- Nonparametric Estimation of Generalized Impulse Response Functions
Econometric Society World Congress 2000 Contributed Papers, Econometric Society View citations (3)
Also in SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes (2000) View citations (3)
1999
- Nonparametric estimation and testing of interaction in additive models
DES - Working Papers. Statistics and Econometrics. WS, Universidad Carlos III de Madrid. Departamento de EstadÃstica View citations (2)
Also in SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes (1998) View citations (3)
See also Journal Article NONPARAMETRIC ESTIMATION AND TESTING OF INTERACTION IN ADDITIVE MODELS, Econometric Theory, Cambridge University Press (2002) View citations (41) (2002)
1998
- Non- and Semiparametric Identification of Seasonal Nonlinear Autoregression Models
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes View citations (3)
See also Journal Article NON- AND SEMIPARAMETRIC IDENTIFICATION OF SEASONAL NONLINEAR AUTOREGRESSION MODELS, Econometric Theory, Cambridge University Press (2002) View citations (8) (2002)
- Nonparametric autoregression with multiplicative volatility and additive mean
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes View citations (1)
Also in SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes (1996) View citations (23)
See also Journal Article Nonparametric Autoregression with Multiplicative Volatility and Additive mean, Journal of Time Series Analysis, Wiley Blackwell (1999) View citations (23) (1999)
1997
- Iterated Transformation-Kernel Density Estimation
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes View citations (1)
- Multivariate plug-in bandwidth for local linear regression
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes
- Nonparametric lag selection for time series
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes View citations (20)
See also Journal Article Nonparametric Lag Selection for Time Series, Journal of Time Series Analysis, Wiley Blackwell (2000) View citations (26) (2000)
1996
- Discussion
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes View citations (60)
- Nonparametric Time Series Model Selection
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes View citations (2)
- Nonparametric Vector Autoregression
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes View citations (24)
- Root-n Convergent Transformation-Kernel Density Estimation
SFB 373 Discussion Papers, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes View citations (2)
Journal Articles
2024
- Exact quantiles of Gaussian process extremes
Statistics & Probability Letters, 2024, 213, (C) View citations (1)
2022
- Inequalities of spatial primary healthcare accessibility in China
Social Science & Medicine, 2022, 314, (C) View citations (1)
- Inference for dependent error functional data with application to event-related potentials
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2022, 31, (4), 1100-1120 View citations (2)
- Kolmogorov–Smirnov simultaneous confidence bands for time series distribution function
Computational Statistics, 2022, 37, (3), 1015-1039
- Oracle-efficient estimation for functional data error distribution with simultaneous confidence band
Computational Statistics & Data Analysis, 2022, 167, (C) View citations (1)
- Robust Estimation of Additive Boundaries With Quantile Regression and Shape Constraints
Journal of Business & Economic Statistics, 2022, 40, (2), 615-628
- Simultaneous confidence band for the difference of regression functions of two samples
Communications in Statistics - Theory and Methods, 2022, 51, (11), 3556-3572
- Statistical inference for ARMA time series with moving average trend
Journal of Nonparametric Statistics, 2022, 34, (2), 357-376 View citations (1)
2021
- Simultaneous confidence bands for comparing variance functions of two samples based on deterministic designs
Computational Statistics, 2021, 36, (2), 1197-1218 View citations (1)
- Smooth simultaneous confidence band for the error distribution function in nonparametric regression
Computational Statistics & Data Analysis, 2021, 155, (C) View citations (1)
2020
- Estimation and Inference for Generalized Geoadditive Models
Journal of the American Statistical Association, 2020, 115, (530), 761-774 View citations (4)
- Estimation of additive frontier functions with shape constraints
Journal of Nonparametric Statistics, 2020, 32, (2), 262-293
- Oracally efficient estimation for dense functional data with holiday effects
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2020, 29, (1), 282-306 View citations (3)
- Predictive modeling of consumer color preference: Using retail data and merchandise images
Journal of Forecasting, 2020, 39, (8), 1305-1323 View citations (2)
- Simultaneous confidence band for stationary covariance function of dense functional data
Journal of Multivariate Analysis, 2020, 176, (C) View citations (4)
- Two‐Step Estimation for Time Varying Arch Models
Journal of Time Series Analysis, 2020, 41, (4), 551-570 View citations (1)
2019
- Simultaneous confidence bands for the distribution function of a finite population in stratified sampling
Annals of the Institute of Statistical Mathematics, 2019, 71, (4), 983-1005 View citations (3)
2018
- A smooth simultaneous confidence band for correlation curve
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2018, 27, (2), 247-269 View citations (4)
- Prediction Interval for Autoregressive Time Series via Oracally Efficient Estimation of Multi‐Step‐Ahead Innovation Distribution Function
Journal of Time Series Analysis, 2018, 39, (5), 690-708 View citations (1)
2017
- Oracally efficient estimation and consistent model selection for auto-regressive moving average time series with trend
Journal of the Royal Statistical Society Series B, 2017, 79, (2), 507-524 View citations (6)
2016
- SPLINE ESTIMATION OF A SEMIPARAMETRIC GARCH MODEL
Econometric Theory, 2016, 32, (4), 1023-1054 View citations (6)
- Simultaneous confidence bands for the distribution function of a finite population and of its superpopulation
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2016, 25, (4), 692-709 View citations (6)
- Statistical inference for generalized additive models: simultaneous confidence corridors and variable selection
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2016, 25, (4), 607-626 View citations (9)
- Variable selection for additive model via cumulative ratios of empirical strengths total
Journal of Nonparametric Statistics, 2016, 28, (3), 595-616
2015
- A smooth simultaneous confidence band for conditional variance function
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2015, 24, (3), 632-655 View citations (13)
- Spline Regression in the Presence of Categorical Predictors
Journal of Applied Econometrics, 2015, 30, (5), 705-717 View citations (31)
See also Working Paper Spline Regression in the Presence of Categorical Predictors, Department of Economics Working Papers (2012) View citations (6) (2012)
2014
- A Simultaneous Confidence Band for Dense Longitudinal Regression
Communications in Statistics - Theory and Methods, 2014, 43, (24), 5195-5210 View citations (7)
- A Smooth Simultaneous Confidence Corridor for the Mean of Sparse Functional Data
Journal of the American Statistical Association, 2014, 109, (506), 661-673 View citations (20)
- A simultaneous confidence corridor for varying coefficient regression with sparse functional data
TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2014, 23, (4), 806-843 View citations (15)
See also Working Paper A simultaneous confidence corridor for varying coefficient regression with sparse functional data, SFB 649 Discussion Papers (2014) (2014)
- Extended Glivenko–Cantelli Theorem in Nonparametric Regression
Communications in Statistics - Theory and Methods, 2014, 43, (17), 3720-3725
2013
- Efficient inference for autoregressive coefficients in the presence of trends
Journal of Multivariate Analysis, 2013, 114, (C), 40-53 View citations (4)
- Evaluating Statistical Hypotheses Using Weakly-Identifiable Estimating Functions
Scandinavian Journal of Statistics, 2013, 40, (2), 256-273 View citations (1)
- Oracally Efficient Two-Step Estimation of Generalized Additive Model
Journal of the American Statistical Association, 2013, 108, (502), 619-631 View citations (9)
See also Working Paper Oracally efficient two-step estimation of generalized additive model, SFB 649 Discussion Papers (2011) (2011)
- Smooth simultaneous confidence bands for cumulative distribution functions
Journal of Nonparametric Statistics, 2013, 25, (2), 395-407 View citations (12)
2012
- Simultaneous inference for the mean function based on dense functional data
Journal of Nonparametric Statistics, 2012, 24, (2), 359-377 View citations (33)
2011
- A jump-detecting procedure based on spline estimation
Journal of Nonparametric Statistics, 2011, 23, (1), 67-81 View citations (3)
2010
- Oracally efficient spline smoothing of nonlinear additive autoregression models with simultaneous confidence band
Journal of Multivariate Analysis, 2010, 101, (9), 2008-2025 View citations (9)
- SPLINE-BACKFITTED KERNEL SMOOTHING OF ADDITIVE COEFFICIENT MODEL
Econometric Theory, 2010, 26, (1), 29-59 View citations (15)
- Simultaneous confidence bands for time-series prediction function
Journal of Nonparametric Statistics, 2010, 22, (8), 999-1018 View citations (3)
2009
- Efficient and fast spline-backfitted kernel smoothing of additive models
Annals of the Institute of Statistical Mathematics, 2009, 61, (3), 663-690 View citations (18)
- Spline confidence bands for variance functions
Journal of Nonparametric Statistics, 2009, 21, (5), 589-609 View citations (13)
2008
- Kernel estimation of multivariate cumulative distribution function
Journal of Nonparametric Statistics, 2008, 20, (8), 661-677 View citations (14)
2006
- A semiparametric GARCH model for foreign exchange volatility
Journal of Econometrics, 2006, 130, (2), 365-384 View citations (19)
- Estimation and Testing for Varying Coefficients in Additive Models With Marginal Integration
Journal of the American Statistical Association, 2006, 101, 1212-1227 View citations (23)
See also Working Paper Estimation and testing for varying coefficients in additive models with marginal integration, SFB 649 Discussion Papers (2005) (2005)
2004
- Identification of non‐linear additive autoregressive models
Journal of the Royal Statistical Society Series B, 2004, 66, (2), 463-477 View citations (34)
- Nonparametric multistep‐ahead prediction in time series analysis
Journal of the Royal Statistical Society Series B, 2004, 66, (3), 669-686 View citations (14)
See also Working Paper Nonparametric multistep-ahead prediction in time series analysis, LIDAM Reprints CORE (2004) View citations (10) (2004)
2002
- NON- AND SEMIPARAMETRIC IDENTIFICATION OF SEASONAL NONLINEAR AUTOREGRESSION MODELS
Econometric Theory, 2002, 18, (6), 1408-1448 View citations (8)
See also Working Paper Non- and Semiparametric Identification of Seasonal Nonlinear Autoregression Models, SFB 373 Discussion Papers (1998) View citations (3) (1998)
- NONPARAMETRIC ESTIMATION AND TESTING OF INTERACTION IN ADDITIVE MODELS
Econometric Theory, 2002, 18, (2), 197-251 View citations (41)
See also Working Paper Nonparametric estimation and testing of interaction in additive models, DES - Working Papers. Statistics and Econometrics. WS (1999) View citations (2) (1999)
2000
- Nonparametric Lag Selection for Time Series
Journal of Time Series Analysis, 2000, 21, (4), 457-487 View citations (26)
See also Working Paper Nonparametric lag selection for time series, SFB 373 Discussion Papers (1997) View citations (20) (1997)
1999
- Multivariate bandwidth selection for local linear regression
Journal of the Royal Statistical Society Series B, 1999, 61, (4), 793-815 View citations (31)
- Nonparametric Autoregression with Multiplicative Volatility and Additive mean
Journal of Time Series Analysis, 1999, 20, (5), 579-604 View citations (23)
See also Working Paper Nonparametric autoregression with multiplicative volatility and additive mean, SFB 373 Discussion Papers (1998) View citations (1) (1998)
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