Liangjun Su
Personal Details
First Name: | Liangjun |
Middle Name: | |
Last Name: | Su |
Suffix: | |
RePEc Short-ID: | psu241 |
| |
https://www.sem.tsinghua.edu.cn/en/info/1240/7145.htm | |
B606 Lihua Building School of Economics and Management Tsinghua University Beijing 100084, China | |
Terminal Degree: | 2004 Department of Economics; University of California-San Diego (UCSD) (from RePEc Genealogy) |
Affiliation
School of Economics and Management
Tsinghua University
Beijing, Chinahttp://www.sem.tsinghua.edu.cn/
RePEc:edi:setsicn (more details at EDIRC)
Research output
Jump to: Working papers Articles Chapters BooksWorking papers
- Bin Peng & Liangjun Su & Yayi Yan, 2024. "A Robust Residual-Based Test for Structural Changes in Factor Models," Papers 2406.00941, arXiv.org.
- Yiren Wang & Peter C B Phillips & Liangjun Su, 2023.
"Panel Data Models with Time-Varying Latent Group Structures,"
Papers
2307.15863, arXiv.org.
- Wang, Yiren & Phillips, Peter C.B. & Su, Liangjun, 2024. "Panel data models with time-varying latent group structures," Journal of Econometrics, Elsevier, vol. 240(1).
- Yiren Wang & Peter C. B. Phillips & Liangjun Su, 2023. "Panel Data Models with Time-Varying Latent Group Structures," Cowles Foundation Discussion Papers 2364, Cowles Foundation for Research in Economics, Yale University.
- Likai Chen & Georg Keilbar & Liangjun Su & Weining Wang, 2023. "Inference on many jumps in nonparametric panel regression models," Papers 2312.01162, arXiv.org, revised Aug 2024.
- Shuyao Ke & Liangjun Su & Peter C. B. Phillips, 2022. "Unified Factor Model Estimation and Inference under Short and Long Memory," Cowles Foundation Discussion Papers 2351, Cowles Foundation for Research in Economics, Yale University.
- Yiren Wang & Liangjun Su & Yichong Zhang, 2022. "Low-rank Panel Quantile Regression: Estimation and Inference," Papers 2210.11062, arXiv.org.
- Liangjun Su & Thomas Tao Yang & Yonghui Zhang & Qiankun Zhou, 2022. "A One-Covariate-at-a-Time Method for Nonparametric Additive Models," Papers 2204.12023, arXiv.org, revised May 2024.
- Bin Peng & Liangjun Su & Joakim Westerlund & Yanrong Yang, 2021.
"Interactive Effects Panel Data Models with General Factors and Regressors,"
Papers
2111.11506, arXiv.org.
- Bin Ping & Liangju Su & Yanrong Yang & Joakim Westerlund, 2023. "Interactive-effects panel-data models with general factors and regressors," French Stata Users' Group Meetings 2023 14, Stata Users Group.
- Bin Peng & Liangjun Su & Joakim Westerlund & Yanrong Yang, 2021. "Interactive Effects Panel Data Models with General Factors and Regressors," Monash Econometrics and Business Statistics Working Papers 23/21, Monash University, Department of Econometrics and Business Statistics.
- Huang, Wenxin & Jin, Sainan & Phillips, Peter C.B. & Su, Liangjun, 2020.
"Nonstationary Panel Models with Latent Group Structures and Cross-Section Dependence,"
Economics and Statistics Working Papers
7-2020, Singapore Management University, School of Economics.
- Huang, Wenxin & Jin, Sainan & Phillips, Peter C.B. & Su, Liangjun, 2021. "Nonstationary panel models with latent group structures and cross-section dependence," Journal of Econometrics, Elsevier, vol. 221(1), pages 198-222.
- Zhentao Shi & Liangjun Su & Tian Xie, 2020. "L2-Relaxation: With Applications to Forecast Combination and Portfolio Analysis," Papers 2010.09477, arXiv.org, revised Aug 2022.
- Su, Liangjun & Wang, Xia, 2020. "Corrigendum to “On Time-varying Factor Models: Estimation and Testing” [J. Econometrics 198 (2017) 84-101]," Economics and Statistics Working Papers 8-2020, Singapore Management University, School of Economics.
- Zongwu Cai & Xiyuan Liu & Liangjun Su, 2020. "A Functional-Coefficient VAR Model for Dynamic Quantiles and Its Application to Constructing Nonparametric Financial Network," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202406, University of Kansas, Department of Economics, revised Jan 2024.
- Ke Miao & Peter C.B. Phillips & Liangjun Su, 2020.
"High-Dimensional VARs with Common Factors,"
Cowles Foundation Discussion Papers
2252, Cowles Foundation for Research in Economics, Yale University.
- Miao, Ke & Phillips, Peter C.B. & Su, Liangjun, 2023. "High-dimensional VARs with common factors," Journal of Econometrics, Elsevier, vol. 233(1), pages 155-183.
- Shujie Ma & Liangjun Su & Yichong Zhang, 2020.
"Detecting Latent Communities in Network Formation Models,"
Papers
2005.03226, arXiv.org, revised Mar 2021.
- Ma, Shujie & Su, Liangjun & Zhang, Yichong, 2020. "Detecting Latent Communities in Network Formation Models," Economics and Statistics Working Papers 12-2020, Singapore Management University, School of Economics.
- Ke, Miao & Su, Liangjun & Wang, Wendun, 2019.
"Panel threshold regressions with latent group structures,"
Economics and Statistics Working Papers
13-2019, Singapore Management University, School of Economics.
- Miao, Ke & Su, Liangjun & Wang, Wendun, 2020. "Panel threshold regressions with latent group structures," Journal of Econometrics, Elsevier, vol. 214(2), pages 451-481.
- Su, Liangjun & Miao, Ke & Jin, Sainan, 2019.
"On Factor Models with Random Missing: EM Estimation, Inference, and Cross Validation,"
Economics and Statistics Working Papers
4-2019, Singapore Management University, School of Economics.
- Jin, Sainan & Miao, Ke & Su, Liangjun, 2021. "On factor models with random missing: EM estimation, inference, and cross validation," Journal of Econometrics, Elsevier, vol. 222(1), pages 745-777.
- Hong, Shengjie & Su, Liangjun & Wang, Yaqi, 2019. "Inference in partially identified panel data models with interactive fixed effects," Economics and Statistics Working Papers 14-2019, Singapore Management University, School of Economics.
- Lu, Xun & Miao, Ke & Su, Liangjun, 2018.
"Determination of Different Types of Fixed Effects in Three-Dimensional Panels,"
Economics and Statistics Working Papers
10-2018, Singapore Management University, School of Economics.
- Xun Lu & Ke Miao & Liangjun Su, 2021. "Determination of different types of fixed effects in three-dimensional panels," Econometric Reviews, Taylor & Francis Journals, vol. 40(9), pages 867-898, October.
- Huang, Wenxin & Jin, Sainan & Su, Liangjun, 2018.
"Identifying Latent Grouped Patterns in Cointegrated Panels,"
Economics and Statistics Working Papers
3-2019, Singapore Management University, School of Economics.
- Huang, Wenxin & Jin, Sainan & Su, Liangjun, 2020. "Identifying Latent Grouped Patterns In Cointegrated Panels," Econometric Theory, Cambridge University Press, vol. 36(3), pages 410-456, June.
- Wang, Wuyi & Phillips, Peter C.B. & Su, Liangjun, 2018.
"The Heterogeneous Effects of the Minimum Wage on Employment Across States,"
Economics and Statistics Working Papers
11-2018, Singapore Management University, School of Economics.
- Wang, Wuyi & Phillips, Peter C.B. & Su, Liangjun, 2019. "The heterogeneous effects of the minimum wage on employment across states," Economics Letters, Elsevier, vol. 174(C), pages 179-185.
- Ma, Shujie & Lan, Wei & Su, Liangjun & Tsai, Chih-Ling, 2018.
"Testing Alphas in Conditional Time-Varying Factor Models with High Dimensional Assets,"
Economics and Statistics Working Papers
9-2018, Singapore Management University, School of Economics.
- Shujie Ma & Wei Lan & Liangjun Su & Chih-Ling Tsai, 2020. "Testing Alphas in Conditional Time-Varying Factor Models With High-Dimensional Assets," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(1), pages 214-227, January.
- Su, Liangjun & Wang, Wuyi & Zhang, Yichong, 2017. "Strong Consistency of Spectral Clustering for Stochastic Block Models," Economics and Statistics Working Papers 16-2017, Singapore Management University, School of Economics.
- Wang, Wuyi & Su, Liangjun, 2017.
"Identifying Latent Group Structures in Nonlinear Panels,"
Economics and Statistics Working Papers
19-2017, Singapore Management University, School of Economics.
- Wang, Wuyi & Su, Liangjun, 2021. "Identifying latent group structures in nonlinear panels," Journal of Econometrics, Elsevier, vol. 220(2), pages 272-295.
- Daniel J. Henderson & Christopher F. Parmeter & Liangjun Su, 2017. "M-Estimation of a Nonparametric Threshold Regression Model," Working Papers 2017-15, University of Miami, Department of Economics.
- Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2017.
"Non-separable Models with High-dimensional Data,"
Economics and Statistics Working Papers
15-2017, Singapore Management University, School of Economics.
- Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2019. "Non-separable models with high-dimensional data," Journal of Econometrics, Elsevier, vol. 212(2), pages 646-677.
- Stefan Hoderlein & Liangjun Su & Halbert White & Thomas Tao Yang, 2016. "Testing for Monotonicity in Unobservables under Unconfoundedness," Working Papers 03-2016, Singapore Management University, School of Economics.
- Xun Lu & Liangjun Su & Halbert White, 2016. "Granger Causality and Structural Causality in Cross-Section and Panel Data," Working Papers 04-2016, Singapore Management University, School of Economics.
- Liangjun Su & Pai Xu & Heng Ju, 2016. "Common Threshold in Quantile Regressions with an Application to Pricing for Reputation," Working Papers 02-2016, Singapore Management University, School of Economics.
- Wuyi Wang & Peter C.B. Phillips & Liangjun Su, 2016.
"Homogeneity Pursuit in Panel Data Models: Theory and Applications,"
Cowles Foundation Discussion Papers
2063, Cowles Foundation for Research in Economics, Yale University.
- Wuyi Wang & Peter C. B. Phillips & Liangjun Su, 2018. "Homogeneity pursuit in panel data models: Theory and application," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(6), pages 797-815, September.
- Shujie Ma & Liangjun Su, 2016. "Estimation of Large Dimensional Factor Models with an Unknown Number of Breaks," Working Papers 05-2016, Singapore Management University, School of Economics.
- Su Liangjun & Xi Qu, 2015. "Specification Test for Spatial Autoregressive Models," Working Papers 10-2015, Singapore Management University, School of Economics.
- Su Liangjun & Tadao Hoshino, 2015.
"Sieve Instrumental Variable Quantile Regression Estimation of Functional Coefficient Models,"
Working Papers
01-2015, Singapore Management University, School of Economics.
- Su, Liangjun & Hoshino, Tadao, 2016. "Sieve instrumental variable quantile regression estimation of functional coefficient models," Journal of Econometrics, Elsevier, vol. 191(1), pages 231-254.
- Xun Lu & Su Liangjun, 2015.
"Shrinkage Estimation of Dynamic Panel Data Models with Interactive Fixed Effects,"
Working Papers
02-2015, Singapore Management University, School of Economics.
- Lu, Xun & Su, Liangjun, 2016. "Shrinkage estimation of dynamic panel data models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 190(1), pages 148-175.
- Su Liangjun & Zhang Yonghui, 2015. "Semiparametric Estimation of Partially Linear Dynamic Panel Data Models with Fixed Effects," Working Papers 06-2015, Singapore Management University, School of Economics.
- Su Liangjun & Xia Wang, 2015. "On Time-Varying Factor Models: Estimation and Testing," Working Papers 08-2015, Singapore Management University, School of Economics.
- Stefan Hoderlein & Liangjun Su & Halbert White & Thomas Tao Yang, 2015.
"Testing for Monotonicity in Unobservables under Unconfoundedness,"
Boston College Working Papers in Economics
899, Boston College Department of Economics.
- Hoderlein, Stefan & Su, Liangjun & White, Halbert & Yang, Thomas Tao, 2016. "Testing for monotonicity in unobservables under unconfoundedness," Journal of Econometrics, Elsevier, vol. 193(1), pages 183-202.
- Degui Li & Junhui Qian & Su Liangjun, 2015. "Panel Data Models with Interactive Fixed Effects and Multiple Structural Breaks," Working Papers 12-2015, Singapore Management University, School of Economics.
- Su Liangjun & Junhui Qian, 2015. "Shrinkage Estimation of Common Breaks in Panel Data Models via Adaptive Group Fused Lasso," Working Papers 07-2015, Singapore Management University, School of Economics.
- Liangjun Su & Zhentao Shi & Peter C.B. Phillips, 2014.
"Identifying Latent Structures in Panel Data,"
Cowles Foundation Discussion Papers
1965, Cowles Foundation for Research in Economics, Yale University.
- Liangjun Su & Zhentao Shi & Peter C. B. Phillips, 2016. "Identifying Latent Structures in Panel Data," Econometrica, Econometric Society, vol. 84, pages 2215-2264, November.
- Liangjun Su & Zhentao Shi & Peter C. B. Phillips, 2014. "Identifying Latent Structures in Panel Data," Working Papers 07-2014, Singapore Management University, School of Economics.
- Junhui Qian & Liangjun Su, 2014.
"Shrinkage Estimation of Regression Models with Multiple Structural Changes,"
Working Papers
06-2014, Singapore Management University, School of Economics.
- Qian, Junhui & Su, Liangjun, 2016. "Shrinkage Estimation Of Regression Models With Multiple Structural Changes," Econometric Theory, Cambridge University Press, vol. 32(6), pages 1376-1433, December.
- Yan Li & Liangjun Su & Yuewu Xu, 2014.
"A Combined Approach to the Inference of Conditional Factor Models,"
Working Papers
10-2014, Singapore Management University, School of Economics.
- Yan Li & Liangjun Su & Yuewu Xu, 2015. "A Combined Approach to the Inference of Conditional Factor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(2), pages 203-220, April.
- Xun Lu & Liangjun Su, 2014.
"Jackknife Model Averaging for Quantile Regressions,"
Working Papers
11-2014, Singapore Management University, School of Economics.
- Lu, Xun & Su, Liangjun, 2015. "Jackknife model averaging for quantile regressions," Journal of Econometrics, Elsevier, vol. 188(1), pages 40-58.
- Liangjun Su & Sainan Jin & Yonghui Zhang, 2014.
"Specification Test for Panel Data Models with Interactive Fixed Effects,"
Working Papers
08-2014, Singapore Management University, School of Economics.
- Su, Liangjun & Jin, Sainan & Zhang, Yonghui, 2015. "Specification test for panel data models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 186(1), pages 222-244.
- Ozabaci, Deniz & Henderson, Daniel J. & Su, Liangjun, 2014.
"Additive Nonparametric Regression in the Presence of Endogenous Regressors,"
IZA Discussion Papers
8144, Institute of Labor Economics (IZA).
- Deniz Ozabaci & Daniel J. Henderson & Liangjun Su, 2014. "Additive Nonparametric Regression in the Presence of Endogenous Regressors," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 32(4), pages 555-575, October.
- Sainan Jin & Liangjun Su & Yonghui Zhang, 2014.
"Nonparametric Testing for Anomaly Effects in Empirical Asset Pricing Models,"
Working Papers
09-2014, Singapore Management University, School of Economics.
- Sainan Jin & Liangjun Su & Yonghui Zhang, 2015. "Nonparametric testing for anomaly effects in empirical asset pricing models," Empirical Economics, Springer, vol. 48(1), pages 9-36, February.
- Liangjun Su & Stefan Hoderlein & Halbert White, 2013. "Testing Monotonicity in Unobservables with Panel Data," Boston College Working Papers in Economics 892, Boston College Department of Economics, revised 01 Feb 2016.
- Arthur Lewbel & Xun Lu & Liangjun Su, 2012.
"Specification Testing for Transformation Models with an Application to Generalized Accelerated Failure-time Models,"
Boston College Working Papers in Economics
817, Boston College Department of Economics, revised 01 May 2013.
- Lewbel, Arthur & Lu, Xun & Su, Liangjun, 2015. "Specification testing for transformation models with an application to generalized accelerated failure-time models," Journal of Econometrics, Elsevier, vol. 184(1), pages 81-96.
- Yonghui Zhang & Liangjun Su & Peter C.B. Phillips, 2011.
"Testing for Common Trends in Semiparametric Panel Data Models with Fixed Effects,"
Cowles Foundation Discussion Papers
1832, Cowles Foundation for Research in Economics, Yale University.
- Yonghui Zhang & Liangjun Su & Peter C. B. Phillips, 2012. "Testing for common trends in semi‐parametric panel data models with fixed effects," Econometrics Journal, Royal Economic Society, vol. 15(1), pages 56-100, February.
- Ye Chen & Liangjun Su & Aman Ullah, 2009. "Functional Coefficient Estimation with Both Categorical and Continuous Data," Working Papers 200909, University of California at Riverside, Department of Economics, revised Jun 2009.
- Xiangdong Long & Liangjun Su & Aman Ullah, 2009. "Estimation and Forecasting of Dynamic Conditional Covariance: A Semiparametric Multivariate Model Variables with Econometric Applications," Working Papers 200908, University of California at Riverside, Department of Economics, revised Jul 2009.
- Peter C.B. Phillips & Liangjun Su, 2009. "Nonparametric Structural Estimation via Continuous Location Shifts in an Endogenous Regressor," Cowles Foundation Discussion Papers 1702, Cowles Foundation for Research in Economics, Yale University.
- Peter C.B. Phillips & Liangjun Su, 2009. "A Paradox of Inconsistent Parametric and Consistent Nonparametric Regression," Cowles Foundation Discussion Papers 1704, Cowles Foundation for Research in Economics, Yale University.
- Liangjun Su & Zhenlin Yang, 2008.
"Asymptotics and Bootstrap for Transformed Panel Data Regressions,"
Development Economics Working Papers
22477, East Asian Bureau of Economic Research.
- Liangjun Su & Zhenlin Yang, 2009. "Asymptotics and Bootstrap for Transformed Panel Data Regressions," Working Papers 03-2009, Singapore Management University, School of Economics.
- Liangjun Su & Zhenlin Yang, 2007.
"Instrumental Variable Quantile Estimation of Spatial Autoregressive Models,"
Development Economics Working Papers
22476, East Asian Bureau of Economic Research.
- Zhenlin Yang & Liangjun Su, 2007. "Instrumental Variable Quantile Estimation of Spatial Autoregressive Models," Working Papers 05-2007, Singapore Management University, School of Economics.
- Su, Liangjun & White, Halbert, 2003.
"Testing Conditional Independence Via Empirical Likelihood,"
University of California at San Diego, Economics Working Paper Series
qt35v8g0fm, Department of Economics, UC San Diego.
- Su, Liangjun & White, Halbert, 2014. "Testing conditional independence via empirical likelihood," Journal of Econometrics, Elsevier, vol. 182(1), pages 27-44.
- Su, Liangjun & White, Halbert, 2003.
"A Consistent Characteristic-Function-Based Test for Conditional Independence,"
University of California at San Diego, Economics Working Paper Series
qt4dv0837f, Department of Economics, UC San Diego.
- Su, Liangjun & White, Halbert, 2007. "A consistent characteristic function-based test for conditional independence," Journal of Econometrics, Elsevier, vol. 141(2), pages 807-834, December.
Articles
- Fu, Zhonghao & Gao, Shang & Su, Liangjun & Wang, Xia, 2024. "Testing For Strict Stationarity Via The Discrete Fourier Transform," Econometric Theory, Cambridge University Press, vol. 40(3), pages 511-557, June.
- Liangjun Su & Thomas Tao Yang & Yonghui Zhang & Qiankun Zhou, 2024. "A one-covariate-at-a-time multiple testing approach to variable selection in additive models," Econometric Reviews, Taylor & Francis Journals, vol. 43(9), pages 671-712, October.
- Ke, Shuyao & Phillips, Peter C.B. & Su, Liangjun, 2024. "Robust inference of panel data models with interactive fixed effects under long memory: A frequency domain approach," Journal of Econometrics, Elsevier, vol. 241(2).
- Zhonghao Fu & Liangjun Su & Xia Wang, 2024. "Estimation and Inference on Time-Varying FAVAR Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(2), pages 533-547, April.
- Yiqiu Cao & Sainan Jin & Xun Lu & Liangjun Su, 2024. "Oracle Efficient Estimation of Heterogeneous Dynamic Panel Data Models with Interactive Fixed Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(4), pages 1169-1184, October.
- Wang, Yiren & Phillips, Peter C.B. & Su, Liangjun, 2024.
"Panel data models with time-varying latent group structures,"
Journal of Econometrics, Elsevier, vol. 240(1).
- Yiren Wang & Peter C. B. Phillips & Liangjun Su, 2023. "Panel Data Models with Time-Varying Latent Group Structures," Cowles Foundation Discussion Papers 2364, Cowles Foundation for Research in Economics, Yale University.
- Yiren Wang & Peter C B Phillips & Liangjun Su, 2023. "Panel Data Models with Time-Varying Latent Group Structures," Papers 2307.15863, arXiv.org.
- Su, Liangjun & Wang, Wuyi & Xu, Xingbai, 2023. "Identifying latent group structures in spatial dynamic panels," Journal of Econometrics, Elsevier, vol. 235(2), pages 1955-1980.
- Miao, Ke & Phillips, Peter C.B. & Su, Liangjun, 2023.
"High-dimensional VARs with common factors,"
Journal of Econometrics, Elsevier, vol. 233(1), pages 155-183.
- Ke Miao & Peter C.B. Phillips & Liangjun Su, 2020. "High-Dimensional VARs with Common Factors," Cowles Foundation Discussion Papers 2252, Cowles Foundation for Research in Economics, Yale University.
- Fu, Zhonghao & Hong, Yongmiao & Su, Liangjun & Wang, Xia, 2023. "Specification tests for time-varying coefficient models," Journal of Econometrics, Elsevier, vol. 235(2), pages 720-744.
- Wenxin Huang & Liangjun Su & Yuan Zhuang, 2023. "Detecting Unobserved Heterogeneity in Efficient Prices via Classifier-Lasso," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 41(2), pages 509-522, April.
- Lu, Xun & Su, Liangjun, 2023. "Uniform inference in linear panel data models with two-dimensional heterogeneity," Journal of Econometrics, Elsevier, vol. 235(2), pages 694-719.
- Hong, Shengjie & Su, Liangjun & Jiang, Tao, 2023. "Profile GMM estimation of panel data models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 235(2), pages 927-948.
- Huang, Wenxin & Jin, Sainan & Phillips, Peter C.B. & Su, Liangjun, 2021.
"Nonstationary panel models with latent group structures and cross-section dependence,"
Journal of Econometrics, Elsevier, vol. 221(1), pages 198-222.
- Huang, Wenxin & Jin, Sainan & Phillips, Peter C.B. & Su, Liangjun, 2020. "Nonstationary Panel Models with Latent Group Structures and Cross-Section Dependence," Economics and Statistics Working Papers 7-2020, Singapore Management University, School of Economics.
- Xun Lu & Ke Miao & Liangjun Su, 2021.
"Determination of different types of fixed effects in three-dimensional panels,"
Econometric Reviews, Taylor & Francis Journals, vol. 40(9), pages 867-898, October.
- Lu, Xun & Miao, Ke & Su, Liangjun, 2018. "Determination of Different Types of Fixed Effects in Three-Dimensional Panels," Economics and Statistics Working Papers 10-2018, Singapore Management University, School of Economics.
- Wang, Wuyi & Su, Liangjun, 2021.
"Identifying latent group structures in nonlinear panels,"
Journal of Econometrics, Elsevier, vol. 220(2), pages 272-295.
- Wang, Wuyi & Su, Liangjun, 2017. "Identifying Latent Group Structures in Nonlinear Panels," Economics and Statistics Working Papers 19-2017, Singapore Management University, School of Economics.
- Jin, Sainan & Miao, Ke & Su, Liangjun, 2021.
"On factor models with random missing: EM estimation, inference, and cross validation,"
Journal of Econometrics, Elsevier, vol. 222(1), pages 745-777.
- Su, Liangjun & Miao, Ke & Jin, Sainan, 2019. "On Factor Models with Random Missing: EM Estimation, Inference, and Cross Validation," Economics and Statistics Working Papers 4-2019, Singapore Management University, School of Economics.
- Miao, Ke & Su, Liangjun & Wang, Wendun, 2020.
"Panel threshold regressions with latent group structures,"
Journal of Econometrics, Elsevier, vol. 214(2), pages 451-481.
- Ke, Miao & Su, Liangjun & Wang, Wendun, 2019. "Panel threshold regressions with latent group structures," Economics and Statistics Working Papers 13-2019, Singapore Management University, School of Economics.
- Shujie Ma & Wei Lan & Liangjun Su & Chih-Ling Tsai, 2020.
"Testing Alphas in Conditional Time-Varying Factor Models With High-Dimensional Assets,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(1), pages 214-227, January.
- Ma, Shujie & Lan, Wei & Su, Liangjun & Tsai, Chih-Ling, 2018. "Testing Alphas in Conditional Time-Varying Factor Models with High Dimensional Assets," Economics and Statistics Working Papers 9-2018, Singapore Management University, School of Economics.
- Lu, Xun & Su, Liangjun, 2020. "Determining individual or time effects in panel data models," Journal of Econometrics, Elsevier, vol. 215(1), pages 60-83.
- Huang, Wenxin & Jin, Sainan & Su, Liangjun, 2020.
"Identifying Latent Grouped Patterns In Cointegrated Panels,"
Econometric Theory, Cambridge University Press, vol. 36(3), pages 410-456, June.
- Huang, Wenxin & Jin, Sainan & Su, Liangjun, 2018. "Identifying Latent Grouped Patterns in Cointegrated Panels," Economics and Statistics Working Papers 3-2019, Singapore Management University, School of Economics.
- Su, Liangjun & Wang, Xia, 2020. "Testing For Structural Changes In Factor Models Via A Nonparametric Regression," Econometric Theory, Cambridge University Press, vol. 36(6), pages 1127-1158, December.
- Miao, Ke & Li, Kunpeng & Su, Liangjun, 2020. "Panel threshold models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 219(1), pages 137-170.
- Liangjun Su & Pai Xu, 2019. "Common threshold in quantile regressions with an application to pricing for reputation," Econometric Reviews, Taylor & Francis Journals, vol. 38(4), pages 417-450, April.
- Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2019.
"Non-separable models with high-dimensional data,"
Journal of Econometrics, Elsevier, vol. 212(2), pages 646-677.
- Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2017. "Non-separable Models with High-dimensional Data," Economics and Statistics Working Papers 15-2017, Singapore Management University, School of Economics.
- Yanqin Fan & Ming He & Liangjun Su & Xiao‐Hua Zhou, 2019. "A smoothed Q‐learning algorithm for estimating optimal dynamic treatment regimes," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 46(2), pages 446-469, June.
- Wang, Wuyi & Phillips, Peter C.B. & Su, Liangjun, 2019.
"The heterogeneous effects of the minimum wage on employment across states,"
Economics Letters, Elsevier, vol. 174(C), pages 179-185.
- Wang, Wuyi & Phillips, Peter C.B. & Su, Liangjun, 2018. "The Heterogeneous Effects of the Minimum Wage on Employment Across States," Economics and Statistics Working Papers 11-2018, Singapore Management University, School of Economics.
- Feng, Guohua & Peng, Bin & Su, Liangjun & Yang, Thomas Tao, 2019. "Semi-parametric single-index panel data models with interactive fixed effects: Theory and practice," Journal of Econometrics, Elsevier, vol. 212(2), pages 607-622.
- Liangjun Su & Xia Wang & Sainan Jin, 2019. "Sieve Estimation of Time-Varying Panel Data Models With Latent Structures," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 334-349, April.
- Su, Liangjun & Ju, Gaosheng, 2018. "Identifying latent grouped patterns in panel data models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 206(2), pages 554-573.
- Wuyi Wang & Peter C. B. Phillips & Liangjun Su, 2018.
"Homogeneity pursuit in panel data models: Theory and application,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(6), pages 797-815, September.
- Wuyi Wang & Peter C.B. Phillips & Liangjun Su, 2016. "Homogeneity Pursuit in Panel Data Models: Theory and Applications," Cowles Foundation Discussion Papers 2063, Cowles Foundation for Research in Economics, Yale University.
- Liangjun Su & Zhenlin Yang, 2018. "Asymptotics and bootstrap for random-effects panel data transformation models," Econometric Reviews, Taylor & Francis Journals, vol. 37(6), pages 602-625, July.
- Ma, Shujie & Su, Liangjun, 2018. "Estimation of large dimensional factor models with an unknown number of breaks," Journal of Econometrics, Elsevier, vol. 207(1), pages 1-29.
- Xun Lu & Liangjun Su, 2017. "Determining the number of groups in latent panel structures with an application to income and democracy," Quantitative Economics, Econometric Society, vol. 8(3), pages 729-760, November.
- Liangjun Su & Xi Qu, 2017. "Specification Test for Spatial Autoregressive Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(4), pages 572-584, October.
- Su, Liangjun & Wang, Xia, 2017. "On time-varying factor models: Estimation and testing," Journal of Econometrics, Elsevier, vol. 198(1), pages 84-101.
- Su, Liangjun & Zheng, Xin, 2017. "A martingale-difference-divergence-based test for specification," Economics Letters, Elsevier, vol. 156(C), pages 162-167.
- Liangjun Su & Zhentao Shi & Peter C. B. Phillips, 2016.
"Identifying Latent Structures in Panel Data,"
Econometrica, Econometric Society, vol. 84, pages 2215-2264, November.
- Liangjun Su & Zhentao Shi & Peter C. B. Phillips, 2014. "Identifying Latent Structures in Panel Data," Working Papers 07-2014, Singapore Management University, School of Economics.
- Liangjun Su & Zhentao Shi & Peter C.B. Phillips, 2014. "Identifying Latent Structures in Panel Data," Cowles Foundation Discussion Papers 1965, Cowles Foundation for Research in Economics, Yale University.
- Su, Liangjun & Hoshino, Tadao, 2016.
"Sieve instrumental variable quantile regression estimation of functional coefficient models,"
Journal of Econometrics, Elsevier, vol. 191(1), pages 231-254.
- Su Liangjun & Tadao Hoshino, 2015. "Sieve Instrumental Variable Quantile Regression Estimation of Functional Coefficient Models," Working Papers 01-2015, Singapore Management University, School of Economics.
- Su, Liangjun & Zhang, Yonghui & Wei, Jie, 2016. "A practical test for strict exogeneity in linear panel data models with fixed effects," Economics Letters, Elsevier, vol. 147(C), pages 27-31.
- Qian, Junhui & Su, Liangjun, 2016. "Shrinkage estimation of common breaks in panel data models via adaptive group fused Lasso," Journal of Econometrics, Elsevier, vol. 191(1), pages 86-109.
- Lu, Xun & Su, Liangjun, 2016.
"Shrinkage estimation of dynamic panel data models with interactive fixed effects,"
Journal of Econometrics, Elsevier, vol. 190(1), pages 148-175.
- Xun Lu & Su Liangjun, 2015. "Shrinkage Estimation of Dynamic Panel Data Models with Interactive Fixed Effects," Working Papers 02-2015, Singapore Management University, School of Economics.
- Hoderlein, Stefan & Su, Liangjun & White, Halbert & Yang, Thomas Tao, 2016.
"Testing for monotonicity in unobservables under unconfoundedness,"
Journal of Econometrics, Elsevier, vol. 193(1), pages 183-202.
- Stefan Hoderlein & Liangjun Su & Halbert White & Thomas Tao Yang, 2015. "Testing for Monotonicity in Unobservables under Unconfoundedness," Boston College Working Papers in Economics 899, Boston College Department of Economics.
- Degui Li & Junhui Qian & Liangjun Su, 2016. "Panel Data Models With Interactive Fixed Effects and Multiple Structural Breaks," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(516), pages 1804-1819, October.
- Qian, Junhui & Su, Liangjun, 2016.
"Shrinkage Estimation Of Regression Models With Multiple Structural Changes,"
Econometric Theory, Cambridge University Press, vol. 32(6), pages 1376-1433, December.
- Junhui Qian & Liangjun Su, 2014. "Shrinkage Estimation of Regression Models with Multiple Structural Changes," Working Papers 06-2014, Singapore Management University, School of Economics.
- Sainan Jin & Liangjun Su & Yonghui Zhang, 2015.
"Nonparametric testing for anomaly effects in empirical asset pricing models,"
Empirical Economics, Springer, vol. 48(1), pages 9-36, February.
- Sainan Jin & Liangjun Su & Yonghui Zhang, 2014. "Nonparametric Testing for Anomaly Effects in Empirical Asset Pricing Models," Working Papers 09-2014, Singapore Management University, School of Economics.
- Liangjun Su & Yundong Tu & Aman Ullah, 2015. "Testing Additive Separability of Error Term in Nonparametric Structural Models," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1057-1088, December.
- Lu, Xun & Su, Liangjun, 2015.
"Jackknife model averaging for quantile regressions,"
Journal of Econometrics, Elsevier, vol. 188(1), pages 40-58.
- Xun Lu & Liangjun Su, 2014. "Jackknife Model Averaging for Quantile Regressions," Working Papers 11-2014, Singapore Management University, School of Economics.
- Su, Liangjun & Yang, Zhenlin, 2015. "QML estimation of dynamic panel data models with spatial errors," Journal of Econometrics, Elsevier, vol. 185(1), pages 230-258.
- Jin, Sainan & Su, Liangjun & Xiao, Zhijie, 2015. "Adaptive Nonparametric Regression With Conditional Heteroskedasticity," Econometric Theory, Cambridge University Press, vol. 31(6), pages 1153-1191, December.
- Su, Liangjun & Jin, Sainan & Zhang, Yonghui, 2015.
"Specification test for panel data models with interactive fixed effects,"
Journal of Econometrics, Elsevier, vol. 186(1), pages 222-244.
- Liangjun Su & Sainan Jin & Yonghui Zhang, 2014. "Specification Test for Panel Data Models with Interactive Fixed Effects," Working Papers 08-2014, Singapore Management University, School of Economics.
- Lewbel, Arthur & Lu, Xun & Su, Liangjun, 2015.
"Specification testing for transformation models with an application to generalized accelerated failure-time models,"
Journal of Econometrics, Elsevier, vol. 184(1), pages 81-96.
- Arthur Lewbel & Xun Lu & Liangjun Su, 2012. "Specification Testing for Transformation Models with an Application to Generalized Accelerated Failure-time Models," Boston College Working Papers in Economics 817, Boston College Department of Economics, revised 01 May 2013.
- Yan Li & Liangjun Su & Yuewu Xu, 2015.
"A Combined Approach to the Inference of Conditional Factor Models,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(2), pages 203-220, April.
- Yan Li & Liangjun Su & Yuewu Xu, 2014. "A Combined Approach to the Inference of Conditional Factor Models," Working Papers 10-2014, Singapore Management University, School of Economics.
- Deniz Ozabaci & Daniel J. Henderson & Liangjun Su, 2014.
"Additive Nonparametric Regression in the Presence of Endogenous Regressors,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 32(4), pages 555-575, October.
- Ozabaci, Deniz & Henderson, Daniel J. & Su, Liangjun, 2014. "Additive Nonparametric Regression in the Presence of Endogenous Regressors," IZA Discussion Papers 8144, Institute of Labor Economics (IZA).
- Su, Liangjun & White, Halbert, 2014.
"Testing conditional independence via empirical likelihood,"
Journal of Econometrics, Elsevier, vol. 182(1), pages 27-44.
- Su, Liangjun & White, Halbert, 2003. "Testing Conditional Independence Via Empirical Likelihood," University of California at San Diego, Economics Working Paper Series qt35v8g0fm, Department of Economics, UC San Diego.
- Sainan Jin & Liangjun Su & Aman Ullah, 2014. "Robustify Financial Time Series Forecasting with Bagging," Econometric Reviews, Taylor & Francis Journals, vol. 33(5-6), pages 575-605, August.
- Qian, Junhui & Su, Liangjun, 2014. "Structural change estimation in time series regressions with endogenous variables," Economics Letters, Elsevier, vol. 125(3), pages 415-421.
- Su, Liangjun & Ullah, Aman, 2013. "A Nonparametric Goodness-Of-Fit-Based Test For Conditional Heteroskedasticity," Econometric Theory, Cambridge University Press, vol. 29(1), pages 187-212, February.
- Su, Liangjun & Lu, Xun, 2013. "Nonparametric dynamic panel data models: Kernel estimation and specification testing," Journal of Econometrics, Elsevier, vol. 176(2), pages 112-133.
- Liangjun Su & Aman Ullah & Yun Wang, 2013. "Nonparametric regression estimation with general parametric error covariance: a more efficient two-step estimator," Empirical Economics, Springer, vol. 45(2), pages 1009-1024, October.
- Liangjun Su & Martin Spindler, 2013. "Nonparametric Testing for Asymmetric Information," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(2), pages 208-225, April.
- Sainan Jin & Liangjun Su, 2013. "A Nonparametric Poolability Test for Panel Data Models with Cross Section Dependence," Econometric Reviews, Taylor & Francis Journals, vol. 32(4), pages 469-512, December.
- Liangjun Su & Irina Murtazashvili & Aman Ullah, 2013. "Local Linear GMM Estimation of Functional Coefficient IV Models With an Application to Estimating the Rate of Return to Schooling," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(2), pages 184-207, April.
- Su, Liangjun & Chen, Qihui, 2013. "Testing Homogeneity In Panel Data Models With Interactive Fixed Effects," Econometric Theory, Cambridge University Press, vol. 29(6), pages 1079-1135, December.
- Yonghui Zhang & Liangjun Su & Peter C. B. Phillips, 2012.
"Testing for common trends in semi‐parametric panel data models with fixed effects,"
Econometrics Journal, Royal Economic Society, vol. 15(1), pages 56-100, February.
- Yonghui Zhang & Liangjun Su & Peter C.B. Phillips, 2011. "Testing for Common Trends in Semiparametric Panel Data Models with Fixed Effects," Cowles Foundation Discussion Papers 1832, Cowles Foundation for Research in Economics, Yale University.
- Su, Liangjun, 2012. "Semiparametric GMM estimation of spatial autoregressive models," Journal of Econometrics, Elsevier, vol. 167(2), pages 543-560.
- Su, Liangjun & Jin, Sainan, 2012. "Sieve estimation of panel data models with cross section dependence," Journal of Econometrics, Elsevier, vol. 169(1), pages 34-47.
- Peter C. B. Phillips & Liangjun Su, 2011. "Non‐parametric regression under location shifts," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 457-486, October.
- Long, Xiangdong & Su, Liangjun & Ullah, Aman, 2011.
"Estimation and Forecasting of Dynamic Conditional Covariance: A Semiparametric Multivariate Model,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 109-125.
- Xiangdong Long & Liangjun Su & Aman Ullah, 2011. "Estimation and Forecasting of Dynamic Conditional Covariance: A Semiparametric Multivariate Model," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(1), pages 109-125, January.
- Mishra, Santosh & Su, Liangjun & Ullah, Aman, 2010. "Semiparametric Estimator of Time Series Conditional Variance," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(2), pages 256-274.
- Su, Liangjun & Jin, Sainan, 2010. "Profile quasi-maximum likelihood estimation of partially linear spatial autoregressive models," Journal of Econometrics, Elsevier, vol. 157(1), pages 18-33, July.
- Su, Liangjun & White, Halbert, 2010. "Testing Structural Change In Partially Linear Models," Econometric Theory, Cambridge University Press, vol. 26(6), pages 1761-1806, December.
- Su, Liangjun & Ullah, Aman, 2009. "Testing Conditional Uncorrelatedness," Journal of Business & Economic Statistics, American Statistical Association, vol. 27, pages 18-29.
- Su, Liangjun & White, Halbert, 2008. "A Nonparametric Hellinger Metric Test For Conditional Independence," Econometric Theory, Cambridge University Press, vol. 24(4), pages 829-864, August.
- Su, Liangjun & Xiao, Zhijie, 2008. "Testing for parameter stability in quantile regression models," Statistics & Probability Letters, Elsevier, vol. 78(16), pages 2768-2775, November.
- Su, Liangjun & Ullah, Aman, 2008. "Local polynomial estimation of nonparametric simultaneous equations models," Journal of Econometrics, Elsevier, vol. 144(1), pages 193-218, May.
- Su, Liangjun & White, Halbert, 2007.
"A consistent characteristic function-based test for conditional independence,"
Journal of Econometrics, Elsevier, vol. 141(2), pages 807-834, December.
- Su, Liangjun & White, Halbert, 2003. "A Consistent Characteristic-Function-Based Test for Conditional Independence," University of California at San Diego, Economics Working Paper Series qt4dv0837f, Department of Economics, UC San Diego.
- Sainan Jin & Liangjun Su, 2007. "Forecasting the car penetration rate (CPR) in China: a nonparametric approach," Applied Economics, Taylor & Francis Journals, vol. 39(17), pages 2189-2195.
- Su, Liangjun & Ullah, Aman, 2007. "More efficient estimation of nonparametric panel data models with random effects," Economics Letters, Elsevier, vol. 96(3), pages 375-380, September.
- Liangjun Su, 2007. "Business output and business experience — Evidence from China's nongovernmental businesses," Applied Economics Letters, Taylor & Francis Journals, vol. 14(3), pages 227-231.
- Su, Liangjun & Ullah, Aman, 2006. "More Efficient Estimation In Nonparametric Regression With Nonparametric Autocorrelated Errors," Econometric Theory, Cambridge University Press, vol. 22(1), pages 98-126, February.
- Sainan Jin & Wanjun Jiang & Liangjun Su & Jianying Hu, 2006. "The Rise in House Prices in China: Bubbles or Fundamentals?," Economics Bulletin, AccessEcon, vol. 3(7), pages 1-8.
- Su, Liangjun & Ullah, Aman, 2006. "Profile likelihood estimation of partially linear panel data models with fixed effects," Economics Letters, Elsevier, vol. 92(1), pages 75-81, July.
- Su, Liangjun, 2006. "A simple test for multivariate conditional symmetry," Economics Letters, Elsevier, vol. 93(3), pages 374-378, December.
- Liangjun Su & Sainan Jin, 2005. "A Bootstrap Test for Conditional Symmetry," Annals of Economics and Finance, Society for AEF, vol. 6(2), pages 251-261, November.
Chapters
- Liangjun Su & Yonghui Zhang, 2016. "Semiparametric Estimation of Partially Linear Dynamic Panel Data Models with Fixed Effects," Advances in Econometrics, in: Essays in Honor of Aman Ullah, volume 36, pages 137-204, Emerald Group Publishing Limited.
- Bao Yong & Fan Yanqin & Su Liangjun & Zinde-Walsh Victoria, 2016. "A Selective Review of Aman Ullah’s Contributions to Econometrics," Advances in Econometrics, in: Essays in Honor of Aman Ullah, volume 36, pages 3-43, Emerald Group Publishing Limited.
- Liangjun Su & Halbert L. White, 2012. "Conditional Independence Specification Testing for Dependent Processes with Local Polynomial Quantile Regression," Advances in Econometrics, in: Essays in Honor of Jerry Hausman, pages 355-434, Emerald Group Publishing Limited.
- Liangjun Su & Ye Chen & Aman Ullah, 2009. "Functional coefficient estimation with both categorical and continuous data," Advances in Econometrics, in: Nonparametric Econometric Methods, pages 131-167, Emerald Group Publishing Limited.
Books
- Racine, Jeffrey & Su, Liangjun & Ullah, Aman, 2014. "The Oxford Handbook of Applied Nonparametric and Semiparametric Econometrics and Statistics," OUP Catalogue, Oxford University Press, number 9780199857944.
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NEP Fields
NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 53 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.- NEP-ECM: Econometrics (44) 2009-06-17 2009-06-17 2009-06-17 2011-11-07 2013-01-07 2014-05-04 2014-08-25 2014-08-25 2014-08-25 2014-08-28 2014-08-28 2014-08-28 2015-02-22 2015-02-28 2015-12-28 2015-12-28 2015-12-28 2015-12-28 2015-12-28 2016-02-12 2016-02-12 2016-04-04 2016-04-16 2017-01-01 2017-11-19 2017-12-18 2018-01-22 2018-07-30 2019-02-11 2019-02-11 2019-07-29 2019-07-29 2020-04-06 2020-04-06 2020-05-25 2020-08-31 2020-11-09 2021-12-13 2022-05-30 2022-11-28 2023-01-09 2023-08-14 2024-01-15 2024-07-15. Author is listed
- NEP-SEA: South East Asia (40) 2009-06-17 2009-06-17 2011-11-07 2014-05-04 2014-08-25 2014-08-25 2014-08-25 2014-08-28 2014-08-28 2014-08-28 2015-01-09 2015-02-22 2015-02-28 2015-12-28 2015-12-28 2015-12-28 2015-12-28 2015-12-28 2016-02-12 2016-02-12 2016-03-23 2016-03-29 2016-04-04 2016-04-16 2017-01-01 2017-11-19 2017-11-19 2017-12-18 2018-01-22 2018-06-25 2018-07-23 2018-07-30 2019-02-11 2019-02-11 2019-07-29 2019-07-29 2020-04-06 2020-04-06 2020-06-15 2023-08-14. Author is listed
- NEP-ETS: Econometric Time Series (16) 2009-06-17 2009-06-17 2011-11-07 2015-12-28 2015-12-28 2015-12-28 2015-12-28 2015-12-28 2016-04-04 2019-02-11 2019-02-11 2020-04-06 2020-08-31 2022-05-30 2023-08-14 2024-07-15. Author is listed
- NEP-ORE: Operations Research (10) 2014-08-25 2014-08-28 2015-12-28 2016-02-12 2017-12-18 2019-07-29 2019-07-29 2020-04-06 2020-08-31 2022-01-03. Author is listed
- NEP-DCM: Discrete Choice Models (4) 2016-02-12 2020-05-25 2023-08-14 2023-09-04
- NEP-FOR: Forecasting (2) 2014-08-28 2020-11-09
- NEP-NET: Network Economics (2) 2020-05-25 2020-06-15
- NEP-URE: Urban and Real Estate Economics (2) 2009-06-17 2015-12-28
- NEP-GEO: Economic Geography (1) 2009-06-17
- NEP-MAC: Macroeconomics (1) 2018-07-23
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