Shrinkage Estimation of Common Breaks in Panel Data Models via Adaptive Group Fused Lasso
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Cited by:
- Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2016.
"Estimation of heterogeneous panels with structural breaks,"
Journal of Econometrics, Elsevier, vol. 191(1), pages 176-195.
- Badi H. Baltagi & Qu Feng & Chihwa Kao, 2015. "Estimation of Heterogeneous Panels with Structural Breaks," Center for Policy Research Working Papers 179, Center for Policy Research, Maxwell School, Syracuse University.
- Huanjun Zhu & Vasilis Sarafidis & Mervyn Silvapulle & Jiti Gao, 2015. "Testing for a Structural Break in Dynamic Panel Data Models with Common Factors," Monash Econometrics and Business Statistics Working Papers 20/15, Monash University, Department of Econometrics and Business Statistics.
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Keywords
Adaptive Lasso; Change point; Group fused Lasso; Panel data; Penalized least squares; Penalized GMM; Structural change;All these keywords.
JEL classification:
- C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2015-12-28 (Econometrics)
- NEP-ETS-2015-12-28 (Econometric Time Series)
- NEP-ORE-2015-12-28 (Operations Research)
- NEP-SEA-2015-12-28 (South East Asia)
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