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  • Search: subject:"Large Data"
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Year of publication
Subject
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large data sets 21 Prognoseverfahren 15 Forecasting model 14 Schätzung 11 Estimation 10 forecasting 10 Factor analysis 9 Faktorenanalyse 9 Forecasting 9 factor model 9 Estimation theory 8 Schätztheorie 8 Large Data Sets 7 Time series analysis 7 Zeitreihenanalyse 7 Bayesian inference 6 Factor Model 6 Large data sets 6 Theorie 6 Theory 6 large data set 5 Bayes-Statistik 4 DSGE models 4 Forecast 4 GLM for large data 4 Markov Chain Monte Carlo 4 Prognose 4 Pseudo-marginal MCMC 4 Real Time Data 4 estimated likelihood 4 large data 4 mixed-frequency data 4 temporal aggregation 4 Aggregation 3 Artificial intelligence 3 Big Data 3 Big data 3 Bruttoinlandsprodukt 3 Economic forecast 3 Künstliche Intelligenz 3
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Online availability
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Free 40 Undetermined 13 CC license 1
Type of publication
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Book / Working Paper 40 Article 20
Type of publication (narrower categories)
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Working Paper 21 Graue Literatur 16 Non-commercial literature 16 Arbeitspapier 13 Article in journal 13 Aufsatz in Zeitschrift 13 Hochschulschrift 3 Article 1 Aufsatzsammlung 1
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Language
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English 45 Undetermined 15
Author
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Giannone, Domenico 13 Reichlin, Lucrezia 10 Bekaert, Els 4 Foubert, Killian 4 Quiroz, Matias 4 Ruyssen, Ilse 4 Kohn, Robert 3 Monti, Francesca 3 Simonelli, Saverio 3 Villani, Mattias 3 Angelini, Elena 2 Astaf’eva, Ekaterina 2 Bok, Brandyn 2 Camba-Mendez, Gonzalo 2 Caratelli, Daniele 2 Cheng, Xu 2 Constant, Amelie 2 Constant, Amelie F. 2 Favero, Carlo A. 2 Giovannelli, Alessandro 2 Hengge, Martina 2 Leonard, Seton 2 Liao, Zhipeng 2 Massacci, Daniele 2 Nicodemo, Catia 2 Niu, Linlin 2 Rünstler, Gerhard 2 Sala, Luca 2 Satorra, Albert 2 Schonlau, Matthias 2 Schorfheide, Frank 2 Small, David H. 2 Soccorsi, Stefano 2 Tambalotti, Andrea 2 Turuntseva, Marina 2 Amengual, Dante 1 Andersen, Torben 1 Arro-Cannarsa, Milen 1 Ayadi, Nadia Yacoubi 1 Bahri, Afef 1
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Institution
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C.E.P.R. Discussion Papers 2 European Centre for Advanced Research in Economics and Statistics (ECARES), Solvay Brussels School of Economics and Management 2 Bank of England 1 Banque de France 1 Centro Studi di Economia e Finanza (CSEF) 1 Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam. 1 Erasmus Research Institute of Management (ERIM), Erasmus Universiteit Rotterdam 1 European Central Bank 1 Federal Reserve Bank of Philadelphia 1 Hong Kong Institute for Monetary Research (HKIMR), Government of Hong Kong 1 Society for Computational Economics - SCE 1 Suntory and Toyota International Centres for Economics and Related Disciplines, LSE 1 Universität Konstanz 1
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Published in...
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CEPR Discussion Papers 2 Published Papers 2 Staff Report 2 Staff reports / Federal Reserve Bank of New York 2 Sveriges Riksbank Working Paper Series 2 Sveriges Riksbank working paper series 2 Working Papers ECARES 2 Applied economics letters 1 BRQ Business Research Quarterly 1 Bank of England working papers 1 Business research quarterly : BRQ 1 CAMA working paper series 1 CEMFI working paper 1 CESifo Working Paper 1 CESifo working papers 1 CSEF Working Papers 1 Computational Statistics 1 Computing in Economics and Finance 2005 1 ECB Working Paper 1 ERIM Inaugural Address Series Research in Management 1 Economic research 1 Economics working paper series 1 Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria 1 European journal of operational research : EJOR 1 GLO Discussion Paper 1 GLO discussion paper 1 Graduate Institute of International and Development Studies Working Paper 1 IMF working papers 1 INFORMS journal on computing : JOC 1 Inaugural Address 1 Informatica Economica 1 Journal of decision systems 1 Journal of econometrics 1 Journal of empirical finance 1 National Institute Economic Review 1 SNB working papers 1 STICERD - Econometrics Paper Series 1 Stata Journal 1 The energy journal 1 The journal of real estate finance and economics 1
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Source
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ECONIS (ZBW) 30 RePEc 21 EconStor 9
Showing 51 - 60 of 60
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Nowcasting GDP and inflation: the real-time informational content of macroeconomic data releases
Giannone, Domenico; Reichlin, Lucrezia; Small, David H. - 2006
This paper formalizes the process of updating the nowcast and forecast on output and inflation as new releases of data become available. The marginal contribution of a particular release for the value of the signal and its precision is evaluated by computing "news" on the basis of an evolving...
Persistent link: https://www.econbiz.de/10011604679
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Nowcasting GDP and inflation: the real-time informational content of macroeconomic data releases
Giannone, Domenico; Reichlin, Lucrezia; Small, David H. - European Central Bank - 2006
This paper formalizes the process of updating the nowcast and forecast on output and inflation as new releases of data become available. The marginal contribution of a particular release for the value of the signal and its precision is evaluated by computing "news" on the basis of an evolving...
Persistent link: https://www.econbiz.de/10005816232
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Term Structure Forecasting: No-arbitrage Restrictions Versus Large Information set
Favero, Carlo A.; Niu, Linlin; Sala, Luca - 2013
This paper addresses the issue of forecasting the term structure. We provide a unified state-space modelling framework that encompasses different existing discrete-time yield curve models. Within such framework we analyze the impact of two modelling choices, namely the imposition of no-arbitrage...
Persistent link: https://www.econbiz.de/10010892123
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Positive-versus-negative classification for model aggregation in predictive data mining
Lutu, Patricia E. N.; Engelbrecht, Andries P. - In: INFORMS journal on computing : JOC 25 (2013) 4, pp. 792-807
Persistent link: https://www.econbiz.de/10010203574
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The clustergram: A graph for visualizing hierarchical and nonhierarchical cluster analyses
Schonlau, Matthias - In: Stata Journal 2 (2002) 4, pp. 391-402
In hierarchical cluster analysis, dendrograms are used to visualize how clusters are formed. I propose an alternative graph called a "clustergram" to examine how cluster members are assigned to clusters as the number of clusters increases. This graph is useful in exploratory analysis for...
Persistent link: https://www.econbiz.de/10005583310
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NOWCASTING EURO AREA ECONOMIC ACTIVITY IN REAL TIME: THE ROLE OF CONFIDENCE INDICATORS
Giannone, Domenico; Reichlin, Lucrezia; Simonelli, Saverio - In: National Institute Economic Review 210 (2009) 1, pp. 90-97
This paper assesses the role of qualitative surveys for the early estimation of GDP in the Euro Area in a model-based automated procedure which exploits the timeliness of their release. The analysis is conducted using both an historical evaluation and a real-time case study on the current...
Persistent link: https://www.econbiz.de/10010786219
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Short-term Forecasts of Euro Area GDP Growth
Angelini, Elena; Camba-Mendez, Gonzalo; Giannone, Domenico - C.E.P.R. Discussion Papers - 2008
This paper evaluates models that exploit timely monthly releases to compute early estimates of current quarter GDP (now-casting) in the euro area. We compare traditional methods used at institutions with a new method proposed by Giannone, Reichlin and Small, 2005. The method consists in bridging...
Persistent link: https://www.econbiz.de/10005124140
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Term Structure Forecasting: No-Arbitrage Restrictions vs Large Information Set
Favero, Carlo A.; Niu, Linlin; Sala, Luca - C.E.P.R. Discussion Papers - 2007
This paper addresses the issue of forecasting the term structure. We provide a unified state-space modelling framework that encompasses different existing discrete-time yield curve models. Within such framework we analyze the impact on forecasting performance of two crucial modelling choices,...
Persistent link: https://www.econbiz.de/10005497801
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DSGE Models in a Data-Rich Environment
Giannoni, Marc P.; Boivin, Jean - Society for Computational Economics - SCE - 2005
, recent empirical research on factor models has shown that information contained in large data sets is relevant for the … information contained in a large data set through the lenses of a DSGE model. The estimation involves Bayesian Markov-Chain Monte …
Persistent link: https://www.econbiz.de/10005345039
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Visualizing non-hierarchical and hierarchical cluster analyses with clustergrams
Schonlau, Matthias - In: Computational Statistics 19 (2004) 1, pp. 95-111
Persistent link: https://www.econbiz.de/10005613205
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