Chu-An Liu
Personal Details
First Name: | Chu-An |
Middle Name: | |
Last Name: | Liu |
Suffix: | |
RePEc Short-ID: | pli734 |
http://chuanliu.weebly.com/ | |
Institute of Economics, Academia Sinica, 128 Academia Road, Section 2, Nankang, Taipei 115, Taiwan | |
+886-2-27822791 ext. 310 |
Affiliation
Institute of Economics
Academia Sinica
Taipei, Taiwanhttp://www.econ.sinica.edu.tw/
886-2-27822791
886-2-27853946
RePEc:edi:sinictw (more details at EDIRC)
Research output
Jump to: Working papers ArticlesWorking papers
- Chu-An Liu & Biing-Shen Kuo & Wen-Jen Tsay, 2017. "Autoregressive Spectral Averaging Estimator," IEAS Working Paper : academic research 17-A013, Institute of Economics, Academia Sinica, Taipei, Taiwan.
- Yu-Chin Hsu & Chu-An Liu & Xiaoxia Shi, 2016.
"Testing Generalized Regression Monotonicity,"
IEAS Working Paper : academic research
16-A009, Institute of Economics, Academia Sinica, Taipei, Taiwan.
- Hsu, Yu-Chin & Liu, Chu-An & Shi, Xiaoxia, 2019. "Testing Generalized Regression Monotonicity," Econometric Theory, Cambridge University Press, vol. 35(6), pages 1146-1200, December.
- Shou-Yung Yin & Chu-An Liu & Chang-Ching Lin, 2016. "Focused Information Criterion and Model Averaging for Large Panels with a Multifactor Error Structure," IEAS Working Paper : academic research 16-A016, Institute of Economics, Academia Sinica, Taipei, Taiwan.
- Chu-An Liu & Jing Tao, 2016. "Model Selection and Model Averaging in Nonparametric Instrumental Variables Models," IEAS Working Paper : academic research 16-A002, Institute of Economics, Academia Sinica, Taipei, Taiwan.
- Liu, Chu-An & Kuo, Biing-Shen, 2014.
"Model Averaging in Predictive Regressions,"
MPRA Paper
54198, University Library of Munich, Germany.
- Chu‐An Liu & Biing‐Shen Kuo, 2016. "Model averaging in predictive regressions," Econometrics Journal, Royal Economic Society, vol. 19(2), pages 203-231, June.
- Liu, Chu-An, 2013.
"Distribution Theory of the Least Squares Averaging Estimator,"
MPRA Paper
54201, University Library of Munich, Germany.
- Liu, Chu-An, 2015. "Distribution theory of the least squares averaging estimator," Journal of Econometrics, Elsevier, vol. 186(1), pages 142-159.
- Liu, Chu-An, 2012. "A plug-in averaging estimator for regressions with heteroskedastic errors," MPRA Paper 41414, University Library of Munich, Germany.
Articles
- Zhang, Xinyu & Liu, Chu-An, 2019. "Inference After Model Averaging In Linear Regression Models," Econometric Theory, Cambridge University Press, vol. 35(4), pages 816-841, August.
- Hsu, Yu-Chin & Liu, Chu-An & Shi, Xiaoxia, 2019.
"Testing Generalized Regression Monotonicity,"
Econometric Theory, Cambridge University Press, vol. 35(6), pages 1146-1200, December.
- Yu-Chin Hsu & Chu-An Liu & Xiaoxia Shi, 2016. "Testing Generalized Regression Monotonicity," IEAS Working Paper : academic research 16-A009, Institute of Economics, Academia Sinica, Taipei, Taiwan.
- Liu, Chu-An, 2018. "Averaging estimators for kernel regressions," Economics Letters, Elsevier, vol. 171(C), pages 102-105.
- Chu‐An Liu & Biing‐Shen Kuo, 2016.
"Model averaging in predictive regressions,"
Econometrics Journal, Royal Economic Society, vol. 19(2), pages 203-231, June.
- Liu, Chu-An & Kuo, Biing-Shen, 2014. "Model Averaging in Predictive Regressions," MPRA Paper 54198, University Library of Munich, Germany.
- Liu, Chu-An, 2015.
"Distribution theory of the least squares averaging estimator,"
Journal of Econometrics, Elsevier, vol. 186(1), pages 142-159.
- Liu, Chu-An, 2013. "Distribution Theory of the Least Squares Averaging Estimator," MPRA Paper 54201, University Library of Munich, Germany.
Citations
Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.Working papers
- Liu, Chu-An & Kuo, Biing-Shen, 2014.
"Model Averaging in Predictive Regressions,"
MPRA Paper
54198, University Library of Munich, Germany.
- Chu‐An Liu & Biing‐Shen Kuo, 2016. "Model averaging in predictive regressions," Econometrics Journal, Royal Economic Society, vol. 19(2), pages 203-231, June.
Cited by:
- Michael Schomaker & Christian Heumann, 2020. "When and when not to use optimal model averaging," Statistical Papers, Springer, vol. 61(5), pages 2221-2240, October.
- Benchimol, Andrés, 2017. "Proyección de mortalidad en España mediante mixturas de modelos y análisis del impacto económico del riesgo de longevidad /Mortality Projection in Spain through Mixtures of Models and Analysis of the ," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 35, pages 341-366, Mayo.
- Shaobo Jin & Sebastian Ankargren, 2019. "Frequentist Model Averaging in Structural Equation Modelling," Psychometrika, Springer;The Psychometric Society, vol. 84(1), pages 84-104, March.
- Liu, Chu-An, 2013.
"Distribution Theory of the Least Squares Averaging Estimator,"
MPRA Paper
54201, University Library of Munich, Germany.
- Liu, Chu-An, 2015. "Distribution theory of the least squares averaging estimator," Journal of Econometrics, Elsevier, vol. 186(1), pages 142-159.
Cited by:
- Gao, Yan & Zhang, Xinyu & Wang, Shouyang & Zou, Guohua, 2016. "Model averaging based on leave-subject-out cross-validation," Journal of Econometrics, Elsevier, vol. 192(1), pages 139-151.
- Tu, Yundong & Yi, Yanping, 2017. "Forecasting cointegrated nonstationary time series with time-varying variance," Journal of Econometrics, Elsevier, vol. 196(1), pages 83-98.
- Phillip Heiler & Jana Mareckova, 2019. "Shrinkage for Categorical Regressors," Papers 1901.01898, arXiv.org.
- Toru Kitagawa & Chris Muris, 2015.
"Model averaging in semiparametric estimation of treatment effects,"
CeMMAP working papers
CWP46/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Kitagawa, Toru & Muris, Chris, 2016. "Model averaging in semiparametric estimation of treatment effects," Journal of Econometrics, Elsevier, vol. 193(1), pages 271-289.
- Qingfeng Liu & Qingsong Yao & Guoqing Zhao, 2020. "Model averaging estimation for conditional volatility models with an application to stock market volatility forecast," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(5), pages 841-863, August.
- Giuseppe de Luca & Jan Magnus & Franco Peracchi, 2017.
"Weighted-Average Least Squares Estimation of Generalized Linear Models,"
Tinbergen Institute Discussion Papers
17-029/III, Tinbergen Institute.
- Giuseppe De Luca & Jan R. Magnus & Franco Peracchi, 2017. "Weighted-average least squares estimation of generalized linear models," EIEF Working Papers Series 1711, Einaudi Institute for Economics and Finance (EIEF), revised Aug 2017.
- De Luca, Giuseppe & Magnus, Jan R. & Peracchi, Franco, 2018. "Weighted-average least squares estimation of generalized linear models," Journal of Econometrics, Elsevier, vol. 204(1), pages 1-17.
- Shangwei Zhao & Aman Ullah & Xinyu Zhang, 2018. "A Class of Model Averaging Estimators," Working Paper series 18-11, Rimini Centre for Economic Analysis.
- Yongmiao Hong & Tae-Hwy Lee & Yuying Sun & Shouyang Wang & Xinyu Zhang, 2017. "Time-varying Model Averaging," Working Papers 202001, University of California at Riverside, Department of Economics.
- Zhang, Xinyu & Ullah, Aman & Zhao, Shangwei, 2016. "On the dominance of Mallows model averaging estimator over ordinary least squares estimator," Economics Letters, Elsevier, vol. 142(C), pages 69-73.
- Qingfeng Liu & Ryo Okui & Arihiro Yoshimura, 2013.
"Generalized Least Squares Model Averaging,"
KIER Working Papers
855, Kyoto University, Institute of Economic Research.
- Qingfeng Liu & Ryo Okui & Arihiro Yoshimura, 2016. "Generalized Least Squares Model Averaging," Econometric Reviews, Taylor & Francis Journals, vol. 35(8-10), pages 1692-1752, December.
- Mark F. J. Steel, 2020. "Model Averaging and Its Use in Economics," Journal of Economic Literature, American Economic Association, vol. 58(3), pages 644-719, September.
- Jiang Du & Zhongzhan Zhang & Tianfa Xie, 2017. "Focused information criterion and model averaging in censored quantile regression," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 80(5), pages 547-570, July.
- 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.
- Zhao, Shangwei & Ullah, Aman & Zhang, Xinyu, 2018. "A class of model averaging estimators," Economics Letters, Elsevier, vol. 162(C), pages 101-106.
- Shou-Yung Yin & Chu-An Liu & Chang-Ching Lin, 2016. "Focused Information Criterion and Model Averaging for Large Panels with a Multifactor Error Structure," IEAS Working Paper : academic research 16-A016, Institute of Economics, Academia Sinica, Taipei, Taiwan.
- Xun Lu, 2015. "A Covariate Selection Criterion for Estimation of Treatment Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(4), pages 506-522, October.
- Zhang, Xinyu, 2015. "Consistency of model averaging estimators," Economics Letters, Elsevier, vol. 130(C), pages 120-123.
- Aman Ullah & Xinyu Zhang, 2015. "Grouped Model Averaging for Finite Sample Size," Working Papers 201501, University of California at Riverside, Department of Economics.
- Naoya Sueishi & Arihiro Yoshimura, 2017.
"Focused Information Criterion for Series Estimation in Partially Linear Models,"
The Japanese Economic Review, Springer, vol. 68(3), pages 352-363, September.
- Naoya Sueishi & Arihiro Yoshimura, 2017. "Focused Information Criterion for Series Estimation in Partially Linear Models," The Japanese Economic Review, Japanese Economic Association, vol. 68(3), pages 352-363, September.
- Naoya Sueishi & Arihiro Yoshimura, 2014. "Focused Information Criterion for Series Estimation in Partially Linear Models," Discussion papers e-14-001, Graduate School of Economics Project Center, Kyoto University.
- Liao, Jun & Zou, Guohua, 2020. "Corrected Mallows criterion for model averaging," Computational Statistics & Data Analysis, Elsevier, vol. 144(C).
- Steel, Mark F. J., 2017.
"Model Averaging and its Use in Economics,"
MPRA Paper
90110, University Library of Munich, Germany, revised 16 Nov 2018.
- Steel, Mark F. J., 2017. "Model Averaging and its Use in Economics," MPRA Paper 81568, University Library of Munich, Germany.
- Shaobo Jin & Sebastian Ankargren, 2019. "Frequentist Model Averaging in Structural Equation Modelling," Psychometrika, Springer;The Psychometric Society, vol. 84(1), pages 84-104, March.
- Fang, Fang & Liu, Minhan, 2020. "Limit of the optimal weight in least squares model averaging with non-nested models," Economics Letters, Elsevier, vol. 196(C).
- Hansen, Bruce E., 2016. "Efficient shrinkage in parametric models," Journal of Econometrics, Elsevier, vol. 190(1), pages 115-132.
- Edvard Bakhitov, 2020. "Frequentist Shrinkage under Inequality Constraints," Papers 2001.10586, arXiv.org.
- Ruoyao Shi & Zhipeng Liao, 2018. "An Averaging GMM Estimator Robust to Misspecification," Working Papers 201803, University of California at Riverside, Department of Economics.
- Liu, Chu-An, 2012.
"A plug-in averaging estimator for regressions with heteroskedastic errors,"
MPRA Paper
41414, University Library of Munich, Germany.
Cited by:
- Ivana Durovic, 2017. "The effects of intercompany lending on the current account balances of selected economies in the Western Balkans," Public Sector Economics, Institute of Public Finance, vol. 41(4), pages 421-441.
- Branko Urošević & Milan Nedeljković & Emir Zildžović, 2012. "Jackknife Model Averaging of the Current Account Determinants," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 59(3), pages 267-281, June.
Articles
- Zhang, Xinyu & Liu, Chu-An, 2019.
"Inference After Model Averaging In Linear Regression Models,"
Econometric Theory, Cambridge University Press, vol. 35(4), pages 816-841, August.
Cited by:
- Liao, Jun & Zou, Guohua, 2020. "Corrected Mallows criterion for model averaging," Computational Statistics & Data Analysis, Elsevier, vol. 144(C).
- Fang, Fang & Liu, Minhan, 2020. "Limit of the optimal weight in least squares model averaging with non-nested models," Economics Letters, Elsevier, vol. 196(C).
- Feng, Yang & Liu, Qingfeng & Okui, Ryo, 2020. "On the sparsity of Mallows model averaging estimator," Economics Letters, Elsevier, vol. 187(C).
- Fang, Fang & Yu, Zhou, 2020. "Model averaging assisted sufficient dimension reduction," Computational Statistics & Data Analysis, Elsevier, vol. 152(C).
- Chu‐An Liu & Biing‐Shen Kuo, 2016.
"Model averaging in predictive regressions,"
Econometrics Journal, Royal Economic Society, vol. 19(2), pages 203-231, June.
See citations under working paper version above.
- Liu, Chu-An & Kuo, Biing-Shen, 2014. "Model Averaging in Predictive Regressions," MPRA Paper 54198, University Library of Munich, Germany.
- Liu, Chu-An, 2015.
"Distribution theory of the least squares averaging estimator,"
Journal of Econometrics, Elsevier, vol. 186(1), pages 142-159.
See citations under working paper version above.
- Liu, Chu-An, 2013. "Distribution Theory of the Least Squares Averaging Estimator," MPRA Paper 54201, University Library of Munich, Germany.
More information
Research fields, statistics, top rankings, if available.Statistics
Access and download statistics for all items
Co-authorship network on CollEc
NEP Fields
NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 5 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 (5) 2012-09-30 2014-03-15 2016-07-23 2017-01-01 2017-10-08. Author is listed
- NEP-ETS: Econometric Time Series (1) 2017-10-08
- NEP-FOR: Forecasting (1) 2014-03-15
- NEP-ORE: Operations Research (1) 2012-09-30
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. For general information on how to correct material on RePEc, see these instructions.
To update listings or check citations waiting for approval, Chu-An Liu should log into the RePEc Author Service.
To make corrections to the bibliographic information of a particular item, find the technical contact on the abstract page of that item. There, details are also given on how to add or correct references and citations.
To link different versions of the same work, where versions have a different title, use this form. Note that if the versions have a very similar title and are in the author's profile, the links will usually be created automatically.
Please note that most corrections can take a couple of weeks to filter through the various RePEc services.