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Instrument-free identification and estimation of differentiated products models using cost data
Byrne, David P.; Imai, Susumu; Jain, Neelam; Sarafidis, … - In: Journal of econometrics 228 (2022) 2, pp. 278-301
Persistent link: https://www.econbiz.de/10013441750
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Efficient counterfactual learning from bandit feedback
Narita, Yusuke; Yasui, Shota; Yata, Kohei - 2018
Persistent link: https://www.econbiz.de/10011948939
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Forecasting the distribution of economic variables in a data-rich environment
Manzan, Sebastiano - In: Journal of business & economic statistics : JBES ; a … 33 (2015) 1, pp. 144-164
Persistent link: https://www.econbiz.de/10011389997
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Variable selection and corporate bankruptcy forecasts
Tian, Shaonan; Yu, Yan; Guo, Hui - In: Journal of banking & finance 52 (2015), pp. 89-100
Persistent link: https://www.econbiz.de/10011377335
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Essays in computational statistics with applications to volatility forecasting and forecast combination
Knaus, Simon D. - 2014
Der erste Aufsatz der vorliegenden Dissertation untersucht die Dynamik der realisierten Volatilität. Ein erfolgreiches Model in diesem Bereich ist das sogenannte heterogene auto-regressive Modell (HAR), das konzeptionell einfach und gut für Vorhersagen geeignet ist. Eine neue Herangehensweise...
Persistent link: https://www.econbiz.de/10010350528
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Efficient modeling and forecasting of electricity spot prices
Ziel, Florian; Steinert, Rick; Husmann, Sven - In: Energy economics 47 (2015), pp. 98-111
Persistent link: https://www.econbiz.de/10011527221
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The predictive power of the business and bank sentiment of firms : a high-dimensional Granger causality approach
Wilms, Ines; Gelper, Sarah; Croux, Christophe - In: European journal of operational research : EJOR 254 (2016) 1, pp. 138-147
Persistent link: https://www.econbiz.de/10011503231
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Dissecting the Purchasing Managers' Index : are all relevant components included? ; are all included components relevant?
Siliverstovs, Boriss - 2015
We apply the novel approach of Siliverstovs (2015) to modelling data sampled at different frequencies in order to scrutinise the composition of one of the most influential economic indicators in Switzerland. The Purchasing Managers' Index consists of eight sub-indices out of which only five...
Persistent link: https://www.econbiz.de/10010498418
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Short-term forecasting with mixed-frequency data : a MIDASSO approach
Siliverstovs, Boriss - 2015
-Sampling approach (U-MIDAS) (see Foroni et al., 2015; Castle et al., 2009; Bec and Mogliani, 2013), and the LASSO-type penalised …
Persistent link: https://www.econbiz.de/10010498420
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L1-regularization of high-dimensional time-series models with flexible innovations
Medeiros, Marcelo C.; Mendes, Eduardo F. - 2015
We study the asymptotic properties of the Adaptive LASSO (adaLASSO) in sparse, high-dimensional, linear time …
Persistent link: https://www.econbiz.de/10010505038