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How sensitive are VAR forecasts to prior hyperparameters? : an automated sensitivity analysis
Chan, Joshua; Jacobi, Liana; Zhu, Dan - 2019
Persistent link: https://www.econbiz.de/10012244156
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High-dimensional conditionally Gaussian state space models with missing data
Chan, Joshua; Poon, Aubrey; Zhu, Dan - In: Journal of econometrics 236 (2023) 1, pp. 1-21
Persistent link: https://www.econbiz.de/10014332310
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The stochastic volatility in mean model with time-varying parameters : an application to inflation modeling
Chan, Joshua - In: Journal of business & economic statistics : JBES ; a … 35 (2017) 1, pp. 17-28
Persistent link: https://www.econbiz.de/10011704092
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Large Bayesian VARs : a flexible Kronecker error covariance structure
Chan, Joshua - In: Journal of business & economic statistics : JBES ; a … 38 (2020) 1, pp. 68-79
Persistent link: https://www.econbiz.de/10012179513
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Specification tests for time-varying parameter models with stochastic volatility
Chan, Joshua - In: Econometric reviews 37 (2018) 6/10, pp. 807-823
Persistent link: https://www.econbiz.de/10012040412
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Large hybrid time-varying parameter VARs
Chan, Joshua - In: Journal of business & economic statistics : JBES ; a … 41 (2023) 3, pp. 890-905
Persistent link: https://www.econbiz.de/10014448455
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Efficient selection of hyperparameters in large Bayesian VARs using automatic differentiation
Chan, Joshua C. C.; Jacobi, Liana; Zhu, Dan - In: Journal of Forecasting 39 (2020) 6, pp. 934-943
Persistent link: https://www.econbiz.de/10012189061
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Pitfalls of estimating the marginal likelihood using the modified harmonic mean
Chan, Joshua; Grant, Angelia L. - In: Economics letters 131 (2015), pp. 29-33
Persistent link: https://www.econbiz.de/10011422529
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Stochastic volatility models with ARMA innovations : an application to G7 inflation forecasts
Zhang, Bo; Chan, Joshua; Cross, Jamie - In: International journal of forecasting 36 (2020) 4, pp. 1318-1328
Persistent link: https://www.econbiz.de/10012546706
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Minnesota-type adaptive hierarchical priors for large Bayesian VARs
Chan, Joshua - In: International journal of forecasting 37 (2021) 3, pp. 1212-1226
Persistent link: https://www.econbiz.de/10012794844