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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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Detection of units with pervasive effects in large panel data models
Kapetanios, George; Pesaran, M. Hashem; Reese, S. - In: Journal of econometrics 221 (2021) 2, pp. 510-541
Persistent link: https://www.econbiz.de/10012619248
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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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Variable selection and inference for multi-period forecasting problems
Pesaran, M. Hashem; Pick, Andreas; Timmermann, Allan - 2009
Persistent link: https://www.econbiz.de/10003814581
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Efficient estimation of approximate factor models via penalized maximum likelihood
Bai, Jushan; Liao, Yuan - In: Journal of econometrics 191 (2016) 1, pp. 1-18
Persistent link: https://www.econbiz.de/10011594307
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Uniform predictive inference for factor models with instrumental and idiosyncratic betas
Cheng, Mingmian; Liao, Yuan; Yang, Xiye - In: Journal of econometrics 237 (2023) 2,3, pp. 1-28
Persistent link: https://www.econbiz.de/10014471816