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~subject:"Regressionsanalyse"
~subject:"Zeitreihenanalyse"
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Regressionsanalyse
Zeitreihenanalyse
Neural networks
1,418
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1,235
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626
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626
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503
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327
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Barrow, Devon K.
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Torra, Salvador
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1
Anyu, Julius N.
1
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1
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1
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1
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17
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15
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5
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4
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Big Data in Finance : Opportunities and Challenges of Financial Digitalization
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Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria
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Handbook of economic forecasting ; 1
1
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Forecast accuracy of the linear and nonlinear autoregressive models in macroeconomic modeling
Taiebnia, Ali
;
Mohammadi, Shapour
- In:
Journal of forecasting
42
(
2023
)
8
,
pp. 2045-2062
Persistent link: https://www.econbiz.de/10014432847
Saved in:
2
Machine learning advances for time series forecasting
Masini, Ricardo P.
;
Medeiros, Marcelo C.
;
Mendes, Eduardo F.
- In:
Journal of economic surveys
37
(
2023
)
1
,
pp. 76-111
Persistent link: https://www.econbiz.de/10014287800
Saved in:
3
Reservoir computing vs. neural networks in financial forecasting
Georgopoulos, Spyros P.
;
Tziatzios, Panagiotis
; …
- In:
International journal of computational economics and …
13
(
2023
)
1
,
pp. 1-22
Persistent link: https://www.econbiz.de/10014307624
Saved in:
4
Neural stochastic differential equations for conditional time series generation using the Signature-Wasserstein-1 metric
Díaz Lozano, Pere
;
Lozano Bagén, Toni
;
Vives, Josep
- In:
The journal of computational finance : JFC
27
(
2023
)
1
,
pp. 1-23
Persistent link: https://www.econbiz.de/10014486922
Saved in:
5
Predicting stock return and volatility with machine learning and econometric models : a comparative case study of the Baltic stock market
Nõu, Anders
;
Lapitskaya, Darya
;
Eratalay, M. Hakan
; …
- In:
International journal of computational economics and …
13
(
2023
)
4
,
pp. 446-489
Persistent link: https://www.econbiz.de/10014439728
Saved in:
6
A weights direct determination neuronet for time-series with applications in the industrial indices of the Federal Reserve Bank of St. Louis
Mourtas, Spyridon D.
- In:
Journal of forecasting
41
(
2022
)
7
,
pp. 1512-1524
Persistent link: https://www.econbiz.de/10013465710
Saved in:
7
Response versus gradient boosting trees, GLMs and neural networks under Tweedie loss and log-link
Hainaut, Donatien
;
Trufin, Julien
;
Denuit, Michel
- In:
Scandinavian actuarial journal
2022
(
2022
)
10
,
pp. 841-866
Persistent link: https://www.econbiz.de/10013491040
Saved in:
8
Dynamic circular network-based federated dual-view learning for multivariate time series anomaly detection
Zhang, Weishan
;
Wang, Yuqian
;
Chen, Leiming
;
Yuan, Yong
; …
- In:
Business & information systems engineering
66
(
2024
)
1
,
pp. 19-42
Persistent link: https://www.econbiz.de/10014470871
Saved in:
9
Statistical evaluation of deep learning models for stock return forecasting
Yilmaz, Firat Melih
;
Yildiztepe, Engin
- In:
Computational economics
63
(
2024
)
1
,
pp. 221-244
Persistent link: https://www.econbiz.de/10014472083
Saved in:
10
Benchmarking econometric and machine learning methodologies in nowcasting GDP
Hopp, Daniel
- In:
Empirical economics : a quarterly journal of the …
66
(
2024
)
5
,
pp. 2191-2247
Persistent link: https://www.econbiz.de/10014520141
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