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Neural nets for indirect inference
Creel, Michael D. - 2016
Persistent link: https://www.econbiz.de/10011607329
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Bayesian estimation of economic simulation models using neural networks
Platt, Donovan - In: Computational economics 59 (2022) 2, pp. 599-650
Persistent link: https://www.econbiz.de/10013169024
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An emotional learning-neuro-fuzzy inference approach for optimum training and forecasting of gas consumption estimation models with cognitive data
Azadeh, Mohammad Ali; Asadzadeh, Seyed Mohammad; … - In: Technological forecasting & social change : an … 91 (2015), pp. 47-63
Persistent link: https://www.econbiz.de/10011317278
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An Alternative Model for Classification by Neural Networks Based on Bayesian Methods
2018
An alternative model to class conditional probability estimation for classification problems is introduced. The model assumes a deterministic mapping between input space and the set of classes, training data consists of probability distributions of the classes at the measurements points. A...
Persistent link: https://www.econbiz.de/10012927281
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Loss-based variational Bayes prediction
Frazier, David T.; Loiza-Maya, Ruben; Martin, Gael M.; … - 2021
Persistent link: https://www.econbiz.de/10012614593
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Extending the Lee-Carter model with variational autoencoder : a fusion of neural network and bayesian approach
Miyata, Akihiro; Matsuyama, Naoki - In: ASTIN bulletin : the journal of the International … 52 (2022) 3, pp. 789-812
Persistent link: https://www.econbiz.de/10013426661
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Least squares model averaging by prediction criterion
Xie, Tian - 2012
model. To improve the finite sample performance, we also consider bootstrap tests. In simulation experiments the MAPC …
Persistent link: https://www.econbiz.de/10009668445
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Bayesian dynamic variable selection in high dimensions
Koop, Gary; Korobilis, Dimitris - 2020
Persistent link: https://www.econbiz.de/10012660863
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Variational Bayesian inference in large Vector Autoregressions with hierarchical shrinkage
Gefang, Deborah; Koop, Gary; Poon, Aubrey - 2019
Persistent link: https://www.econbiz.de/10012223665
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Inference in vector autoregressive models with an informative prior on the steady state
Villani, Mattias - 2005
at long horizons. This paper develops easily implemented numerical simulation algorithms for analyzing stationary and …
Persistent link: https://www.econbiz.de/10011585058