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ECONIS (ZBW)
343
USB Cologne (EcoSocSci)
9
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1
Multivariate macroeconomic forecasting : from DSGE and BVAR to artificial
neural
networks
Tänzer, Alina
-
2024
This paper contributes a multivariate forecasting comparison between structural models and Machine-Learning-based tools. Specifically, a fully connected feed forward nonlinear autoregressive neural network (ANN) is contrasted to a well established dynamic stochastic general equilibrium (DSGE)...
Persistent link: https://www.econbiz.de/10014532351
Saved in:
2
Forecasting VaR and ES by using deep quantile regression, GANs-based scenario generation, and heterogeneous market hypothesis
Wang, Jianzhou
;
Wang, Shuai
;
Lv, Mengzheng
;
Jiang, He
- In:
Financial innovation : FIN
10
(
2024
),
pp. 1-35
proposes a VaR estimator by combining quantile regression with"Mogrifier" recurrent
neural
networks
to capture the "long memory …
Persistent link: https://www.econbiz.de/10014530222
Saved in:
3
Global inflation: implications for forecasting and monetary policy
Medeiros, Marcelo C.
;
Montes Schütte, Erik Christian
; …
-
2023
Persistent link: https://www.econbiz.de/10014441020
Saved in:
4
Colombian inflation forecast using long short-term memory approach
Cárdenas-Cárdenas, Julián Alonso
;
Cristiano-Botia, …
-
2023
Persistent link: https://www.econbiz.de/10014305175
Saved in:
5
Will outbreaks increase or reduce income inequality? : the Case of COVID-19
Işık, Esme
;
Özyılmaz, Ayfer
;
Toprak, Metin
; …
- In:
Istanbul business research
51
(
2022
)
2
,
pp. 583-605
38 countries with different income levels is analyzed with the Artificial
Neural
Networks
(ANN) and Linear Regression (LR …
Persistent link: https://www.econbiz.de/10014330304
Saved in:
6
Sustainable investing and the cross-section of returns and maximum drawdown
Goldberg, Lisa
;
Mouti, Saad
- In:
The Journal of finance and data science : JFDS
8
(
2022
),
pp. 353-387
squares, penalized linear regressions, tree-based models, and
neural
networks
. We find that the most important predictors …
Persistent link: https://www.econbiz.de/10014433739
Saved in:
7
Building energy consumption prediction using neural-based models
Buturache, Adrian-Nicolae
;
Stancu, Stelian
- In:
International Journal of Energy Economics and Policy : IJEEP
12
(
2022
)
2
,
pp. 30-38
Persistent link: https://www.econbiz.de/10013189980
Saved in:
8
Artificial
neural
networks
vs spatial regression approach in property valuation
Przekop, Damian
- In:
Central European journal of economic modelling and …
14
(
2022
)
2
,
pp. 199-223
Persistent link: https://www.econbiz.de/10013346803
Saved in:
9
Weekly forecasting of new COVID-19 cases using past viral load measurements
Khalil, Athar
;
Handawi, Khalil Al
;
Mohsen, Zeina
;
Nour, …
-
2022
-
Revised: May 2022
Persistent link: https://www.econbiz.de/10013341253
Saved in:
10
Addressing the economic and demographic complexity via a neural network approach : risk measures for reverse mortgages
Di Lorenzo, Emilia
;
Piscopo, Gabriella
;
Sibillo, Marilena
- In:
Computational management science
21
(
2024
),
pp. 1-22
Persistent link: https://www.econbiz.de/10014442633
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