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Distributional regression and its evaluation with the CRPS : bounds and convergence of the minimax risk
Pic, Romain; Dombry, Clément; Naveau, Philippe; … - In: International journal of forecasting 39 (2023) 4, pp. 1564-1572
Persistent link: https://www.econbiz.de/10014465329
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A frequency-domain alternative to long-horizon regressions with application to return predictability
Sizova, Natalia - In: Journal of empirical finance 28 (2014), pp. 261-272
Persistent link: https://www.econbiz.de/10011285632
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Local polynomial regressions versus OLS for generating location value estimates : which is more efficient in out-of-sample forecasts?
Cohen, Jeffrey P.; Coughlin, Cletus Charles; Clapp, John M. - 2015
Persistent link: https://www.econbiz.de/10011346780
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Loss given default for leasing : parametric and nonparametric estimations
Hartmann-Wendels, Thomas; Miller, Patrick; Töws, Eugen - In: Journal of banking & finance 40 (2014), pp. 364-375
Persistent link: https://www.econbiz.de/10010403743
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Nonparametric and semiparametric regressions subject to monotonicity constraints : estimation and forecasting
Lee, Tae-hwy; Tu, Yundong; Ullah, Aman - In: Journal of econometrics 182 (2014) 1, pp. 196-210
Persistent link: https://www.econbiz.de/10010497090
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Semiparametric Single-Index Predictive Regression
Zhou, Weilun - 2019
This paper studies a semi-parametric single-index predictive regression model with multiple nonstationary predictors …
Persistent link: https://www.econbiz.de/10012898778
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Semi-Parametric Single-Index Predictive Regression Models with Cointegrated Regressors
Zhou, Weilun - 2020
This paper considers the estimation of a semi-parametric single-index regression model that allows for nonlinear … stationarity properties of asset returns but also avoids the curse of dimensionality associated with non-parametric regression … and the linear predictive regression model …
Persistent link: https://www.econbiz.de/10012822931
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Penalized Averaging of Parametric and Non-Parametric Quantile Forecasts
De Gooijer, Jan G. - 2019
We propose a hybrid penalized averaging for combining parametric and non-parametric quantile forecasts when faced with a large number of predictors. This approach goes beyond the usual practice of combining conditional mean forecasts from parametric time series models with only a few predictors....
Persistent link: https://www.econbiz.de/10012859663
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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