How to cite this paper
Andriyana, Y., Nalita, Y., Tantular, B., Jaya, I & Falah, A. (2023). Global gold prices forecasting using Bayesian nonparametric quantile generalized additive model.International Journal of Data and Network Science, 7(3), 1033-1044.
Refrences
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Bissiri, P. G., Holmes, C. C., & Walker, S. G. (2016). A general framework for updating belief distributions. Journal of the Royal Statistical Society. Series b, Statistical Methodology, 78(5), 1103.
Dominici, F., McDermott, A., Zeger, S. L., & Samet, J. M. (2002). On the use of generalized additive models in time-series studies of air pollution and health. American Journal of Epidemiology, 156(3), 193–203.
Fasiolo, M., Wood, S. N., Zaffran, M., Nedellec, R., & Goude, Y. (2020). qgam: Bayesian non-parametric quantile regression modelling in R. ArXiv Preprint ArXiv:2007.03303.
Fasiolo, M., Wood, S. N., Zaffran, M., Nedellec, R., & Goude, Y. (2021). Fast calibrated additive quantile regression. Journal of the American Statistical Association, 116(535), 1402–1412.
Gaillard, P., Goude, Y., & Nedellec, R. (2016). Additive models and robust aggregation for GEFCom2014 probabilistic electric load and electricity price forecasting. International Journal of Forecasting, 32(3), 1038–1050.
Gürgün, G., & Ünalmış, İ. (2014). Is gold a safe haven against equity market investment in emerging and developing countries? Finance Research Letters, 11(4), 341–348.
Hastie, T. J. (2017). Generalized additive models. In Statistical models in S (pp. 249–307). Routledge.
Jones, M. C. (2008). On a class of distributions with simple exponential tails. Statistica Sinica, 1101–1110.
Joy, M. (2011). Gold and the US dollar: Hedge or haven? Finance Research Letters, 8(3), 120–131.
Koenker, R., & Bassett Jr, G. (1978). Regression quantiles. Econometrica: Journal of the Econometric Society, 33–50.
Müller, U. K. (2013). Risk of Bayesian inference in misspecified models, and the sandwich covariance matrix. Econometrica, 81(5), 1805–1849.
Reboredo, J. C. (2013). Is gold a safe haven or a hedge for the US dollar? Implications for risk management. Journal of Banking & Finance, 37(8), 2665–2676.
Syring, N., & Martin, R. (2019). Calibrating general posterior credible regions. Biometrika, 106(2), 479–486.
Wood, S. N., Pya, N., & Säfken, B. (2016). Smoothing parameter and model selection for general smooth models. Journal of the American Statistical Association, 111(516), 1548–1563.
Zhang, Q., Ma, J. H., & Wang, Y. (2011). Study on forecasting of gold price based on varying-coefficient regression model. Key Engineering Materials, 467, 1398–1403.
Bissiri, P. G., Holmes, C. C., & Walker, S. G. (2016). A general framework for updating belief distributions. Journal of the Royal Statistical Society. Series b, Statistical Methodology, 78(5), 1103.
Dominici, F., McDermott, A., Zeger, S. L., & Samet, J. M. (2002). On the use of generalized additive models in time-series studies of air pollution and health. American Journal of Epidemiology, 156(3), 193–203.
Fasiolo, M., Wood, S. N., Zaffran, M., Nedellec, R., & Goude, Y. (2020). qgam: Bayesian non-parametric quantile regression modelling in R. ArXiv Preprint ArXiv:2007.03303.
Fasiolo, M., Wood, S. N., Zaffran, M., Nedellec, R., & Goude, Y. (2021). Fast calibrated additive quantile regression. Journal of the American Statistical Association, 116(535), 1402–1412.
Gaillard, P., Goude, Y., & Nedellec, R. (2016). Additive models and robust aggregation for GEFCom2014 probabilistic electric load and electricity price forecasting. International Journal of Forecasting, 32(3), 1038–1050.
Gürgün, G., & Ünalmış, İ. (2014). Is gold a safe haven against equity market investment in emerging and developing countries? Finance Research Letters, 11(4), 341–348.
Hastie, T. J. (2017). Generalized additive models. In Statistical models in S (pp. 249–307). Routledge.
Jones, M. C. (2008). On a class of distributions with simple exponential tails. Statistica Sinica, 1101–1110.
Joy, M. (2011). Gold and the US dollar: Hedge or haven? Finance Research Letters, 8(3), 120–131.
Koenker, R., & Bassett Jr, G. (1978). Regression quantiles. Econometrica: Journal of the Econometric Society, 33–50.
Müller, U. K. (2013). Risk of Bayesian inference in misspecified models, and the sandwich covariance matrix. Econometrica, 81(5), 1805–1849.
Reboredo, J. C. (2013). Is gold a safe haven or a hedge for the US dollar? Implications for risk management. Journal of Banking & Finance, 37(8), 2665–2676.
Syring, N., & Martin, R. (2019). Calibrating general posterior credible regions. Biometrika, 106(2), 479–486.
Wood, S. N., Pya, N., & Säfken, B. (2016). Smoothing parameter and model selection for general smooth models. Journal of the American Statistical Association, 111(516), 1548–1563.
Zhang, Q., Ma, J. H., & Wang, Y. (2011). Study on forecasting of gold price based on varying-coefficient regression model. Key Engineering Materials, 467, 1398–1403.