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  • Search: subject:"Machine regression"
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Year of publication
Subject
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Mustererkennung 3 Pattern recognition 3 Regression analysis 2 Regressionsanalyse 2 Support vector machine regression 2 Air transport 1 Airline 1 Aktienindex 1 Algorithm 1 Algorithmus 1 Artificial neural networks 1 Bilateral gamma 1 Börsenkurs 1 CAPM 1 Capital income 1 China 1 Chinese airlines 1 Estimation theory 1 Financial market 1 Finanzmarkt 1 Fluggesellschaft 1 Forecast 1 Forecasting 1 Forecasting model 1 Global optimization algorithm 1 Intraday returns 1 Kapitaleinkommen 1 LASSO 1 Luftverkehr 1 Machine regression 1 Markov switching 1 Mathematical program with complementarity constraints 1 Mathematical programming 1 Mathematische Optimierung 1 Nonlinear models 1 Parameter selection 1 Prognose 1 Prognoseverfahren 1 Ridge regression 1 Schätztheorie 1
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Online availability
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Undetermined 2 CC license 1 Free 1
Type of publication
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Article 4
Type of publication (narrower categories)
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Article in journal 3 Aufsatz in Zeitschrift 3
Language
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English 3 Undetermined 1
Author
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Garcia-Rubio, Raquel 1 Lee, Yu-Ching 1 Madan, Dilip B. 1 Matías, José 1 McGrory, Clare Anne 1 Mitchell, John E. 1 Pang, Jong-Shi 1 Reboredo, Juan 1 Schoutens, Wim 1 Wang, You-Gan 1 Wu, Jinran 1 Xu, Xu 1 Zhang, Yixiang 1
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Published in...
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Computational Economics 1 Data science and management : DSM 1 EURO journal on computational optimization 1 International journal of theoretical and applied finance 1
Source
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ECONIS (ZBW) 3 RePEc 1
Showing 1 - 4 of 4
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Forecasting stock closing prices with an application to airline company data
Xu, Xu; Zhang, Yixiang; McGrory, Clare Anne; Wu, Jinran; … - In: Data science and management : DSM 6 (2023) 4, pp. 239-246
Forecasting stock market movements is a challenging task from the practitioners' point of view. We explore how model selection via the least absolute shrinkage and selection operator (LASSO) approach can be better used to forecast stock closing prices using real-world datasets of daily stock...
Persistent link: https://www.econbiz.de/10014518025
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Equilibrium asset returns in financial markets
Madan, Dilip B.; Schoutens, Wim - In: International journal of theoretical and applied finance 22 (2019) 2, pp. 1-43
Persistent link: https://www.econbiz.de/10012013852
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Global resolution of the support vector machine regression parameters selection problem with LPCC
Lee, Yu-Ching; Pang, Jong-Shi; Mitchell, John E. - In: EURO journal on computational optimization 3 (2015) 3, pp. 197-261
Persistent link: https://www.econbiz.de/10011379670
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Nonlinearity in Forecasting of High-Frequency Stock Returns
Reboredo, Juan; Matías, José; Garcia-Rubio, Raquel - In: Computational Economics 40 (2012) 3, pp. 245-264
network and support vector machine regression models in terms of both statistical and economic criteria. Our empirical results …
Persistent link: https://www.econbiz.de/10010989280
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