Lijian Yang

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Contact

Affiliations

• 苏州大学数学科学学院高等统计与计量经济中心 (weight: 32%)
  • http://math.suda.edu.cn
  • location: Suzhou, China
• Department of Statistics Probability, Michigan State University (weight: 19%)
  • https://stt.natsci.msu.edu/
  • location: East Lansing, USA
• Center for Statistical Science Department of Industrial Engineering, Tsinghua University (weight: 30%)
  • http://www.stat.tsinghua.edu.cn/en/
  • location: Beijing, China

Research profile

author of:

• Estimation and Testing for Varying Coefficients in Additive Models With Marginal Integration (RePEc:bes:jnlasa:v:101:y:2006:p:1212-1227)
  by Yang, Lijian & Park, Byeong U. & Xue, Lan & Hardle, Wolfgang
• Multivariate bandwidth selection for local linear regression (RePEc:bla:jorssb:v:61:y:1999:i:4:p:793-815)
  by L. Yang & R. Tschernig
• Identification of non‐linear additive autoregressive models (RePEc:bla:jorssb:v:66:y:2004:i:2:p:463-477)
  by Jianhua Z. Huang & Lijian Yang
• Nonparametric multistep‐ahead prediction in time series analysis (RePEc:bla:jorssb:v:66:y:2004:i:3:p:669-686)
  by Rong Chen & Lijian Yang & Christian Hafner
• Oracally efficient estimation and consistent model selection for auto-regressive moving average time series with trend (RePEc:bla:jorssb:v:79:y:2017:i:2:p:507-524)
  by Qin Shao & Lijian Yang
• Nonparametric Autoregression with Multiplicative Volatility and Additive mean (RePEc:bla:jtsera:v:20:y:1999:i:5:p:579-604)
  by Lijian Yang & Wolfgang Hardle & Jens Nielsen
• Nonparametric Lag Selection for Time Series (RePEc:bla:jtsera:v:21:y:2000:i:4:p:457-487)
  by Rolf Tschernig & Lijian Yang
• Prediction Interval for Autoregressive Time Series via Oracally Efficient Estimation of Multi‐Step‐Ahead Innovation Distribution Function (RePEc:bla:jtsera:v:39:y:2018:i:5:p:690-708)
  by Juanjuan Kong & Lijie Gu & Lijian Yang
• Two‐Step Estimation for Time Varying Arch Models (RePEc:bla:jtsera:v:41:y:2020:i:4:p:551-570)
  by Yuanyuan Zhang & Rong Liu & Qin Shao & Lijian Yang
• Evaluating Statistical Hypotheses Using Weakly-Identifiable Estimating Functions (RePEc:bla:scjsta:v:40:y:2013:i:2:p:256-273)
  by Guanqun Cao & David Todem & Lijian Yang & Jason P. Fine
• Nonparametric multistep-ahead prediction in time series analysis (RePEc:cor:louvrp:1783)
  by CHEN, Rong & YANG, Lijian & HAFNER, Christian
• Derivative estimation and testing in generalized additive models (RePEc:cte:wsrepe:10084)
  by Yang, Lijian & Hardle, Wolfgang
• Nonparametric estimation and testing of interaction in additive models (RePEc:cte:wsrepe:6387)
  by Tjostheim, Dag & Yang, Lijian
• Nonparametric Estimation And Testing Of Interaction In Additive Models (RePEc:cup:etheor:v:18:y:2002:i:02:p:197-251_18)
  by Sperlich, Stefan & Tjøstheim, Dag & Yang, Lijian
• Non- And Semiparametric Identification Of Seasonal Nonlinear Autoregression Models (RePEc:cup:etheor:v:18:y:2002:i:06:p:1408-1448_18)
  by Yang, Lijian & Tschernig, Rolf
• Spline-Backfitted Kernel Smoothing Of Additive Coefficient Model (RePEc:cup:etheor:v:26:y:2010:i:01:p:29-59_09)
  by Liu, Rong & Yang, Lijian
• Spline Estimation Of A Semiparametric Garch Model (RePEc:cup:etheor:v:32:y:2016:i:04:p:1023-1054_00)
  by Liu, Rong & Yang, Lijian
• Nonparametric Estimation of Generalized Impulse Response Functions (RePEc:ecm:wc2000:1417)
  by Rolf Tschernig & Lijian Yang
• Smooth simultaneous confidence band for the error distribution function in nonparametric regression (RePEc:eee:csdana:v:155:y:2021:i:c:s0167947320301973)
  by Gu, Lijie & Wang, Suojin & Yang, Lijian
• Oracle-efficient estimation for functional data error distribution with simultaneous confidence band (RePEc:eee:csdana:v:167:y:2022:i:c:s0167947321001973)
  by Wang, Jiangyan & Gu, Lijie & Yang, Lijian
• A semiparametric GARCH model for foreign exchange volatility (RePEc:eee:econom:v:130:y:2006:i:2:p:365-384)
  by Yang, Lijian
• Oracally efficient spline smoothing of nonlinear additive autoregression models with simultaneous confidence band (RePEc:eee:jmvana:v:101:y:2010:i:9:p:2008-2025)
  by Song, Qiongxia & Yang, Lijian
• Efficient inference for autoregressive coefficients in the presence of trends (RePEc:eee:jmvana:v:114:y:2013:i:c:p:40-53)
  by Qiu, D. & Shao, Q. & Yang, L.
• Simultaneous confidence band for stationary covariance function of dense functional data (RePEc:eee:jmvana:v:176:y:2020:i:c:s0047259x19301423)
  by Wang, Jiangyan & Cao, Guanqun & Wang, Li & Yang, Lijian
• Inequalities of spatial primary healthcare accessibility in China (RePEc:eee:socmed:v:314:y:2022:i:c:s027795362200764x)
  by Jia, Peng & Wang, Youfa & Yang, Min & Wang, Limin & Yang, Xuchao & Shi, Xinyu & Yang, Lijian & Wen, Jin & Liu, Yi & Yang, Maokang & Xin, Junguo & Zhang, Fengying & Jiang, Lihua & Chi, Chunhua & Zhang,
• Exact quantiles of Gaussian process extremes (RePEc:eee:stapro:v:213:y:2024:i:c:s0167715224001421)
  by Yang, Lijian
• Estimation and Testing for Varying Coefficients in Additive Models with Marginal Integration (RePEc:hum:wpaper:sfb649dp2005-047)
  by Lijian Yang & Byeong U. Park & Lan Xue & Wolfgang Härdle
• A Confidence Corridor for Sparse Longitudinal Data Curves (RePEc:hum:wpaper:sfb649dp2011-002)
  by Shuzhuan Zheng & Lijian Yang & Wolfgang Karl Härdle
• Oracally Efficient Two-Step Estimation of Generalized Additive Model (RePEc:hum:wpaper:sfb649dp2011-016)
  by Rong Liu & Lijian Yang & Wolfgang Karl Härdle
• A Simultaneous Confidence Corridor for Varying Coefficient Regression with Sparse Functional Data (RePEc:hum:wpaper:sfb649dp2014-002)
  by Lijie Gu & Li Wang & Wolfgang Karl Härdle & Lijian Yang
• Simultaneous Confidence Corridors and Variable Selection for Generalized Additive Models (RePEc:hum:wpaper:sfb649dp2014-008)
  by Shuzhuan Zheng & Rong Liu & Lijian Yang & Wolfgang Karl Härdle
• Spline Regression in the Presence of Categorical Predictors (RePEc:mcm:deptwp:2012-06)
  by Shujie Ma & Jeffrey S. Racine & Lijian Yang
• Efficient and fast spline-backfitted kernel smoothing of additive models (RePEc:spr:aistmt:v:61:y:2009:i:3:p:663-690)
  by Jing Wang & Lijian Yang
• Simultaneous confidence bands for the distribution function of a finite population in stratified sampling (RePEc:spr:aistmt:v:71:y:2019:i:4:d:10.1007_s10463-018-0668-7)
  by Lijie Gu & Suojin Wang & Lijian Yang
• Simultaneous confidence bands for comparing variance functions of two samples based on deterministic designs (RePEc:spr:compst:v:36:y:2021:i:2:d:10.1007_s00180-020-01043-6)
  by Chen Zhong & Lijian Yang
• Kolmogorov–Smirnov simultaneous confidence bands for time series distribution function (RePEc:spr:compst:v:37:y:2022:i:3:d:10.1007_s00180-021-01149-5)
  by Jie Li & Jiangyan Wang & Lijian Yang
• A simultaneous confidence corridor for varying coefficient regression with sparse functional data (RePEc:spr:testjl:v:23:y:2014:i:4:p:806-843)
  by Lijie Gu & Li Wang & Wolfgang Härdle & Lijian Yang
• A smooth simultaneous confidence band for conditional variance function (RePEc:spr:testjl:v:24:y:2015:i:3:p:632-655)
  by Li Cai & Lijian Yang
• Statistical inference for generalized additive models: simultaneous confidence corridors and variable selection (RePEc:spr:testjl:v:25:y:2016:i:4:d:10.1007_s11749-016-0480-8)
  by Shuzhuan Zheng & Rong Liu & Lijian Yang & Wolfgang K. Härdle
• Simultaneous confidence bands for the distribution function of a finite population and of its superpopulation (RePEc:spr:testjl:v:25:y:2016:i:4:d:10.1007_s11749-016-0491-5)
  by Jiangyan Wang & Suojin Wang & Lijian Yang
• A smooth simultaneous confidence band for correlation curve (RePEc:spr:testjl:v:27:y:2018:i:2:d:10.1007_s11749-017-0543-5)
  by Yuanyuan Zhang & Lijian Yang
• Oracally efficient estimation for dense functional data with holiday effects (RePEc:spr:testjl:v:29:y:2020:i:1:d:10.1007_s11749-019-00655-5)
  by Li Cai & Lisha Li & Simin Huang & Liang Ma & Lijian Yang
• Inference for dependent error functional data with application to event-related potentials (RePEc:spr:testjl:v:31:y:2022:i:4:d:10.1007_s11749-022-00820-3)
  by Kun Huang & Sijie Zheng & Lijian Yang
• Kernel estimation of multivariate cumulative distribution function (RePEc:taf:gnstxx:v:20:y:2008:i:8:p:661-677)
  by Rong Liu & Lijian Yang
• Spline confidence bands for variance functions (RePEc:taf:gnstxx:v:21:y:2009:i:5:p:589-609)
  by Qiongxia Song & Lijian Yang
• Simultaneous confidence bands for time-series prediction function (RePEc:taf:gnstxx:v:22:y:2010:i:8:p:999-1018)
  by Li Wang & Lijian Yang
• A jump-detecting procedure based on spline estimation (RePEc:taf:gnstxx:v:23:y:2011:i:1:p:67-81)
  by Shujie Ma & Lijian Yang
• Simultaneous inference for the mean function based on dense functional data (RePEc:taf:gnstxx:v:24:y:2012:i:2:p:359-377)
  by Guanqun Cao & Lijian Yang & David Todem
• Smooth simultaneous confidence bands for cumulative distribution functions (RePEc:taf:gnstxx:v:25:y:2013:i:2:p:395-407)
  by Jiangyan Wang & Fuxia Cheng & Lijian Yang
• Variable selection for additive model via cumulative ratios of empirical strengths total (RePEc:taf:gnstxx:v:28:y:2016:i:3:p:595-616)
  by Miao Yang & Lan Xue & Lijian Yang
• Estimation of additive frontier functions with shape constraints (RePEc:taf:gnstxx:v:32:y:2020:i:2:p:262-293)
  by Lu Wang & Lan Xue & Lijian Yang
• Statistical inference for ARMA time series with moving average trend (RePEc:taf:gnstxx:v:34:y:2022:i:2:p:357-376)
  by Zening Song & Lijian Yang
• Oracally Efficient Two-Step Estimation of Generalized Additive Model (RePEc:taf:jnlasa:v:108:y:2013:i:502:p:619-631)
  by Rong Liu & Lijian Yang & Wolfgang K. Härdle
• A Smooth Simultaneous Confidence Corridor for the Mean of Sparse Functional Data (RePEc:taf:jnlasa:v:109:y:2014:i:506:p:661-673)
  by Shuzhuan Zheng & Lijian Yang & Wolfgang K. Härdle
• Estimation and Inference for Generalized Geoadditive Models (RePEc:taf:jnlasa:v:115:y:2020:i:530:p:761-774)
  by Shan Yu & Guannan Wang & Li Wang & Chenhui Liu & Lijian Yang
• Robust Estimation of Additive Boundaries With Quantile Regression and Shape Constraints (RePEc:taf:jnlbes:v:40:y:2022:i:2:p:615-628)
  by Yan Fang & Lan Xue & Carlos Martins-Filho & Lijian Yang
• Extended Glivenko–Cantelli Theorem in Nonparametric Regression (RePEc:taf:lstaxx:v:43:y:2014:i:17:p:3720-3725)
  by Fuxia Cheng & Jigao Yan & Lijian Yang
• A Simultaneous Confidence Band for Dense Longitudinal Regression (RePEc:taf:lstaxx:v:43:y:2014:i:24:p:5195-5210)
  by Q. Song & R. Liu & Q. Shao & L. Yang
• Simultaneous confidence band for the difference of regression functions of two samples (RePEc:taf:lstaxx:v:51:y:2022:i:11:p:3556-3572)
  by Jiakun Jiang & Li Cai & Lijian Yang
• Spline Regression in the Presence of Categorical Predictors (RePEc:wly:japmet:v:30:y:2015:i:5:p:705-717)
  by Shujie Ma & Jeffrey S. Racine & Lijian Yang
• Predictive modeling of consumer color preference: Using retail data and merchandise images (RePEc:wly:jforec:v:39:y:2020:i:8:p:1305-1323)
  by Songtao Li & Ruoran Chen & Lijian Yang & Dinglong Huang & Simin Huang
• Nonparametric Time Series Model Selection (RePEc:zbw:sfb373:199653)
  by Härdle, Wolfgang & Yang, L.
• Nonparametric Vector Autoregression (RePEc:zbw:sfb373:199661)
  by Härdle, Wolfgang & Tsybakov, A. & Yang, L.
• Nonparametric Autoregression with Multiplicative Volatility and Additive Mean (RePEc:zbw:sfb373:199662)
  by Yang, L. & Härdle, Wolfgang
• Discussion (RePEc:zbw:sfb373:199665)
  by Härdle, Wolfgang & Marron, J. & Yang, L.
• Root-n Convergent Transformation-Kernel Density Estimation (RePEc:zbw:sfb373:199694)
  by Yang, L.
• Nonparametric lag selection for time series (RePEc:zbw:sfb373:199759)
  by Tschernig, Rolf & Yang, Lijian
• Iterated Transformation-Kernel Density Estimation (RePEc:zbw:sfb373:19976)
  by Yang, L. & Marron, S.
• Multivariate plug-in bandwidth for local linear regression (RePEc:zbw:sfb373:199799)
  by Yang, Lijian & Tschernig, Rolf
• Nonparametric autoregression with multiplicative volatility and additive mean (RePEc:zbw:sfb373:1998107)
  by Yang, Lijian & Härdle, Wolfgang & Nielsen, Jens P.
• Non- and Semiparametric Identification of Seasonal Nonlinear Autoregression Models (RePEc:zbw:sfb373:1998114)
  by Yang, L. & Tschernig, R.
• Nonparametric estimation and testing of interaction in additive models (RePEc:zbw:sfb373:199814)
  by Sperlich, Stefan & Tjøstheim, Dag & Yang, Lijian
• Hazard regression (RePEc:zbw:sfb373:199983)
  by Grund, Birgit & Yang, Lijian
• Hazard regression (RePEc:zbw:sfb373:200056)
  by Grund, Birgit & Yang, Lijian
• Nonparametric estimation of generalized impulse response function (RePEc:zbw:sfb373:200089)
  by Tschernig, Rolf & Yang, Lijian
• M robustified additive nonparametric regression (RePEc:zbw:sfb373:200269)
  by Tamine, Julien & Härdle, Wolfgang & Yang, Lijian
• Estimation and testing for varying coefficients in additive models with marginal integration (RePEc:zbw:sfb373:200275)
  by Yang, Lijian & Härdle, Wolfgang & Park, Byeong U.
• R robustified additive nonparametric regression (RePEc:zbw:sfb373:200278)
  by Tamine, Julien & Härdle, Wolfgang & Yang, Lijian
• Estimation and testing for varying coefficients in additive models with marginal integration (RePEc:zbw:sfb649:sfb649dp2005-047)
  by Yang, Lijian & Park, Byeong U. & Xue, Lan & Härdle, Wolfgang Karl
• A confidence corridor for sparse longitudinal data curves (RePEc:zbw:sfb649:sfb649dp2011-002)
  by Zheng, Shuzhuan & Yang, Lijian & Härdle, Wolfgang Karl
• Oracally efficient two-step estimation of generalized additive model (RePEc:zbw:sfb649:sfb649dp2011-016)
  by Liu, Rong & Yang, Lijian & Härdle, Wolfgang Karl
• A simultaneous confidence corridor for varying coefficient regression with sparse functional data (RePEc:zbw:sfb649:sfb649dp2014-002)
  by Gu, Lijie & Wang, Li & Härdle, Wolfgang Karl & Yang, Lijian
• Simultaneous confidence corridors and variable selection for generalized additive models (RePEc:zbw:sfb649:sfb649dp2014-008)
  by Zheng, Shuzhuan & Liu, Rong & Yang, Lijian & Härdle, Wolfgang Karl