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Power enhancement in high-dimensional cross-sectional tests
Fan, Jianqing; Liao, Yuan; Yao, Jiawei - In: Econometrica : journal of the Econometric Society, an … 83 (2015) 4, pp. 1497-1541
Persistent link: https://www.econbiz.de/10011405086
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Sufficient forecasting using factor models
Fan, Jianqing; Xue, Lingzhou; Yao, Jiawei - In: Journal of econometrics 201 (2017) 2, pp. 292-306
Persistent link: https://www.econbiz.de/10011920495
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Risks of large portfolios
Fan, Jianqing; Liao, Yuan; Shi, Xiaofeng - In: Journal of econometrics 186 (2015) 2, pp. 367-387
Persistent link: https://www.econbiz.de/10011349458
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An overview of the estimation of large covariance and precision matrices
Fan, Jianqing; Liao, Yuan; Liu, Han - In: The econometrics journal 19 (2016) 1, pp. 1-32
Persistent link: https://www.econbiz.de/10011487485
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Augmented factor models with applications to validating market risk factors and forecasting bond risk premia
Fan, Jianqing; Ke, Yuan; Liao, Yuan - In: Journal of econometrics 222 (2021) 1,2, pp. 269-294
Persistent link: https://www.econbiz.de/10012619418
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Recent developments in factor models and applications in econometric learning
Fan, Jianqing; Li, Kunpeng; Liao, Yuan - In: Annual review of financial economics 13 (2021), pp. 401-430
Persistent link: https://www.econbiz.de/10012795259
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Large covariance estimation by thresholding principal orthogonal complements
Fan, Jianqing; Liao, Yuan; Mincheva, Martina - In: Journal of the Royal Statistical Society / B 75 (2013) 4, pp. 603-680
Persistent link: https://www.econbiz.de/10010164028
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Large covariance estimation by thresholding principal orthogonal complements
Fan, Jianqing; Liao, Yuan; Mincheva, Martina - In: Journal of the Royal Statistical Society Series B 75 (2013) 4, pp. 603-680
Persistent link: https://www.econbiz.de/10010713427
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Nonparametric estimation and conformal inference of the sufficient forecasting with a diverging number of factors
Yu, Xiufan; Yao, Jiawei; Xue, Lingzhou - In: Journal of business & economic statistics : JBES ; a … 40 (2022) 1, pp. 342-354
Persistent link: https://www.econbiz.de/10012804117
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High dimensional covariance matrix estimation using a factor model
Fan, Jianqing; Fan, Yingying; Lv, Jinchi - In: Journal of econometrics 147 (2008) 1, pp. 186-197
Persistent link: https://www.econbiz.de/10003783799