Estimation of Large Dimensional Factor Models with an Unknown Number of Breaks
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Cited by:
- Barigozzi, Matteo & Cho, Haeran & Fryzlewicz, Piotr, 2018.
"Simultaneous multiple change-point and factor analysis for high-dimensional time series,"
Journal of Econometrics, Elsevier, vol. 206(1), pages 187-225.
- Barigozzi, Matteo & Cho, Haeran & Fryzlewicz, Piotr, 2018. "Simultaneous multiple change-point and factor analysis for high-dimensional time series," LSE Research Online Documents on Economics 88110, London School of Economics and Political Science, LSE Library.
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Keywords
Break point; Convergence rate; Factor model; Fused Lasso; Group Lasso; Information criterion; Principal component; Structural change; Super-consistency; Time-varying parameter.;All these keywords.
JEL classification:
- C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple 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
- C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2016-04-04 (Econometrics)
- NEP-ETS-2016-04-04 (Econometric Time Series)
- NEP-SEA-2016-04-04 (South East Asia)
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