Robust forecast combinations

DOI10.1016/j.jeconom.2011.09.035zbMath1441.62901OpenAlexW2093780163MaRDI QIDQ738116

Xiaoqiao Wei, Yuhong Yang

Publication date: 15 August 2016

Published in: Journal of Econometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jeconom.2011.09.035

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Inference from stochastic processes and prediction (62M20)

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Cites Work

• Selection of estimation window in the presence of breaks
• Online forecast combinations of distributions: worst case bounds
• Bagging binary and quantile predictors for time series
• Least-squares forecast averaging
• Handbook of economic forecasting. Volume 1
• Bayesian and non-Bayesian methods for combining models and forecasts with applications to forecasting international growth rates
• Qualitative threshold ARCH models
• A game of prediction with expert advice
• Risk bounds for model selection via penalization
• Aggregating regression procedures to improve performance
• Functional aggregation for nonparametric regression.
• Statistical learning theory and stochastic optimization. Ecole d'Eté de Probabilitiés de Saint-Flour XXXI -- 2001.
• Optimal forecast combinations under general loss functions and forecast error distributions
• Aggregation for Gaussian regression
• Model selection via testing: an alternative to (penalized) maximum likelihood estimators.
• Pooling of forecasts
• RECURSIVE FORECAST COMBINATION FOR DEPENDENT HETEROGENEOUS DATA
• Bayesian Estimation and Prediction Using Asymmetric Loss Functions
• Model Selection: An Integral Part of Inference
• Adaptive Regression by Mixing
• Sequential prediction of individual sequences under general loss functions
• COMBINING FORECASTING PROCEDURES: SOME THEORETICAL RESULTS
• Learning Theory and Kernel Machines
• Time Series Models for Forecasting: Testing or Combining?
• Prediction, Learning, and Games
• Robust Statistics