Infinite Markov pooling of predictive distributions
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Publication:2673184
DOI10.1016/j.jeconom.2021.10.010OpenAlexW3215093623MaRDI QIDQ2673184
Xin Jin, John M. Maheu, Qiao Yang
Publication date: 9 June 2022
Published in: Journal of Econometrics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jeconom.2021.10.010
Dirichlet processbeam samplingdensity forecastshort-term interest ratesinfinite Markov switchingprediction poolsrealized covariance matrices
Statistics (62-XX) Game theory, economics, finance, and other social and behavioral sciences (91-XX)
Cites Work
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- The Pricing of Options and Corporate Liabilities
- Dynamic prediction pools: an investigation of financial frictions and forecasting performance
- Forecasts of US short-term interest rates: a flexible forecast combination approach
- Confronting model misspecification in macroeconomics
- A sticky HDP-HMM with application to speaker diarization
- Bayesian forecasting and dynamic models.
- Optimal prediction pools
- The conditional autoregressive Wishart model for multivariate stock market volatility
- Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
- Short rate nonlinearities and regime switches.
- Dynamic Bayesian predictive synthesis in time series forecasting
- Generalised density forecast combinations
- Time-varying combinations of predictive densities using nonlinear filtering
- Marginal likelihood for Markov-switching and change-point GARCH models
- A Theory of the Term Structure of Interest Rates
- Combining inflation density forecasts
- Forecast accuracy and economic gains from Bayesian model averaging using time-varying weights
- Forecasting Time Series Subject to Multiple Structural Breaks
- Hierarchical Dirichlet Processes
- Combining Probability Forecasts
- Bayesian Nonparametric Calibration and Combination of Predictive Distributions
- An Augmented q-Factor Model with Expected Growth*
- Multivariate Bayesian Predictive Synthesis in Macroeconomic Forecasting
- An equilibrium characterization of the term structure
- Bayesian semiparametric modeling of realized covariance matrices
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