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  • Search: subject:"Multivariate State Space Models"
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Year of publication
Subject
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Dynamic factor Models 6 Multivariate State Space Models 6 Temporal Disaggregation 6 Index of coincident indicators 5 Quarterly National accounts 4 State space model 3 Time series analysis 3 Zeitreihenanalyse 3 Zustandsraummodell 3 Aggregation 2 Business cycle 2 Chain-linking 2 EU countries 2 EU-Staaten 2 Economic indicator 2 Euro area 2 Eurozone 2 Expectations-Maximisation algorithm 2 Factor analysis 2 Faktorenanalyse 2 Forecasting model 2 Frühindikator 2 Kalman filter and smoother 2 Konjunktur 2 Leading indicator 2 National accounts 2 Prognoseverfahren 2 Volkswirtschaftliche Gesamtrechnung 2 Wirtschaftsindikator 2 feature extraction 2 heavy tail distribution 2 macroeconomic and financial datasets 2 multivariate state-space models 2 panel regression 2 robust dimensionality reduction 2 yield curve modelling 2 Big Data 1 Big data 1 Dynamic factor models 1 Estimation 1
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Online availability
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Free 7 Undetermined 2
Type of publication
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Book / Working Paper 7 Article 3
Type of publication (narrower categories)
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Article in journal 2 Aufsatz in Zeitschrift 2 Working Paper 2 Arbeitspapier 1 Article 1 Graue Literatur 1 Non-commercial literature 1
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Language
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English 7 Undetermined 3
Author
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Frale, Cecilia 8 Marcellino, Massimiliano 8 Proietti, Tommaso 8 Grassi, Stefano 5 Mazzi, Gian Luigi 5 Mazzi, Gianluigi 3 Toczydlowska, Dorota 2 Peters, Gareth 1 Peters, Gareth W. 1
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Institution
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Department of Economics, European University Institute 2 C.E.P.R. Discussion Papers 1 Centro di Studi Internazionali Sull'Economia e la Sviluppo (CEIS), Facoltà di Economia 1 School of Economics, University of Kent 1
Published in...
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Economics Working Papers / Department of Economics, European University Institute 2 CEIS Research Paper 1 CEPR Discussion Papers 1 Discussion papers / University of Kent, School of Economics 1 Econometrics 1 Econometrics : open access journal 1 International journal of forecasting 1 School of Economics Discussion Papers 1 Studies in Economics 1
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Source
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RePEc 5 ECONIS (ZBW) 3 EconStor 2
Showing 1 - 10 of 10
Cover Image
Financial big data solutions for state space panel regression in interest rate dynamics
Toczydlowska, Dorota; Peters, Gareth W. - In: Econometrics 6 (2018) 3, pp. 1-45
A novel class of dimension reduction methods is combined with a stochastic multi-factor panel regression-based state-space model in order to model the dynamics of yield curves whilst incorporating regression factors. This is achieved via Probabilistic Principal Component Analysis (PPCA) in which...
Persistent link: https://www.econbiz.de/10011995227
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Cover Image
Financial big data solutions for state space panel regression in interest rate dynamics
Toczydlowska, Dorota; Peters, Gareth - In: Econometrics : open access journal 6 (2018) 3, pp. 1-45
A novel class of dimension reduction methods is combined with a stochastic multi-factor panel regression-based state-space model in order to model the dynamics of yield curves whilst incorporating regression factors. This is achieved via Probabilistic Principal Component Analysis (PPCA) in which...
Persistent link: https://www.econbiz.de/10011887659
Saved in:
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EuroMInd-C: a Disaggregate Monthly Indicator of Economic Activity for the Euro
Grassi, Stefano; Proietti, Tommaso; Frale, Cecilia; … - 2014
The paper deals with the estimation of monthly indicators of economic activity for the Euro area and its largest member countries that possess the following attributes: relevance, representativeness and timeliness. Relevance is obtained by referring our monthly indicators to gross domestic...
Persistent link: https://www.econbiz.de/10010456950
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Cover Image
EuroMInd-C : a disaggregate monthly indicator of economic activity for the Euro area and member countries
Grassi, Stefano; Proietti, Tommaso; Frale, Cecilia; … - 2014
The paper deals with the estimation of monthly indicators of economic activity for the Euro area and its largest member countries that possess the following attributes: relevance, representativeness and timeliness. Relevance is obtained by referring our monthly indicators to gross domestic...
Persistent link: https://www.econbiz.de/10010402282
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EuroMInd-C: a Disaggregate Monthly Indicator of Economic Activity for the Euro Area and member countries
Frale, Cecilia; Grassi, Stefano; Marcellino, Massimiliano; … - Centro di Studi Internazionali Sull'Economia e la … - 2013
The paper deals with the estimation of monthly indicators of economic activity for the Euro area and its largest member countries that possess the following attributes: relevance, representativeness and timeliness. Relevance is obtained by referring our monthly indicators to gross domestic...
Persistent link: https://www.econbiz.de/10010826211
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Survey Data as Coicident or Leading Indicators
Frale, Cecilia; Marcellino, Massimiliano; Mazzi, Gian Luigi - Department of Economics, European University Institute - 2009
In this paper we propose a monthly measure for the euro area Gross Domestic Product (GDP) based on a small scale factor model for mixed frequency data, featuring two factors: the first is driven by hard data, whereas the second captures the contribution of survey variables as coincident...
Persistent link: https://www.econbiz.de/10004980235
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EuroMInd-C : a disaggregate monthly indicator of economic activity for the Euro area and member countries
Grassi, Stefano; Proietti, Tommaso; Frale, Cecilia; … - In: International journal of forecasting 31 (2015) 3, pp. 712-738
Persistent link: https://www.econbiz.de/10011474534
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A Monthly Indicator of the Euro Area GDP
Frale, Cecilia; Marcellino, Massimiliano; Mazzi, Gian Luigi - Department of Economics, European University Institute - 2008
A continuous monitoring of the evolution of the economy is fundamental for the decisions of public and private decision makers. This paper proposes a new monthly indicator of the euro area real Gross Domestic Product (GDP), with several original features. First, it considers both the output side...
Persistent link: https://www.econbiz.de/10005557751
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Cover Image
EuroMInd-C: a Disaggregate Monthly Indicator of Economic Activity for the Euro
Grassi, Stefano; Proietti, Tommaso; Frale, Cecilia; … - School of Economics, University of Kent - 2014
The paper deals with the estimation of monthly indicators of economic activity for the Euro area and its largest member countries that possess the following attributes: relevance, representativeness and timeliness. Relevance is obtained by referring our monthly indicators to gross domestic...
Persistent link: https://www.econbiz.de/10010934823
Saved in:
Cover Image
A Monthly Indicator of the Euro Area GDP
Frale, Cecilia; Marcellino, Massimiliano; Mazzi, Gian Luigi - C.E.P.R. Discussion Papers - 2008
A continuous monitoring of the evolution of the economy is fundamental for the decisions of public and private decision makers. This paper proposes a new monthly indicator of the euro area real Gross Domestic Product (GDP), with several original features. First, it considers both the output side...
Persistent link: https://www.econbiz.de/10005498158
Saved in:
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