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  • Search: subject:"Multivariate Time Series"
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Year of publication
Subject
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Zeitreihenanalyse 109 Time series analysis 105 Multivariate time series 72 Prognoseverfahren 56 Theorie 56 Theory 55 Forecasting model 54 multivariate time series 51 Estimation theory 32 Schätztheorie 32 Multivariate Analyse 29 Multivariate analysis 27 VAR model 24 VAR-Modell 24 ARCH model 13 ARCH-Modell 13 forecasting 12 Bayes-Statistik 11 Bayesian inference 11 Estimation 11 Multivariate Time Series 11 Schätzung 11 Maximum likelihood estimation 9 Multivariate time series models 9 Volatility 9 Volatilität 9 Causality analysis 8 Kausalanalyse 8 Multivariate Verteilung 8 Multivariate distribution 8 Nonparametric statistics 8 multivariate time series models 8 Cointegration 7 Copula 7 Economic forecast 7 Kalman filter 7 Nichtparametrisches Verfahren 7 Prognose 7 Regression analysis 7 Regressionsanalyse 7
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Online availability
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Free 103 Undetermined 77 CC license 6
Type of publication
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Article 106 Book / Working Paper 90 Other 1
Type of publication (narrower categories)
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Article in journal 77 Aufsatz in Zeitschrift 77 Working Paper 42 Arbeitspapier 29 Graue Literatur 28 Non-commercial literature 28 Article 6 Collection of articles of several authors 1 Collection of articles written by one author 1 Hochschulschrift 1 Sammelwerk 1 Sammlung 1
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Language
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English 137 Undetermined 59 Portuguese 1
Author
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Koopman, Siem Jan 11 Athanasopoulos, George 7 Lit, Rutger 7 Costantini, Mauro 6 Hautsch, Nikolaus 6 Hlouskova, Jaroslava 6 Okhrin, Ostap 6 Ristig, Alexander 6 Vahid, Farshid 6 Gather, Ursula 5 Cuaresma, Jesus Crespo 4 Francke, Marc K. 4 Fried, Roland 4 Koop, Gary 4 Korobilis, Dimitris 4 Mélard, Guy 4 Aron, Janine 3 Breitenfellner, Andreas 3 Crespo Cuaresma, Jesús 3 Gao, Jiti 3 Hill, Jonathan B. 3 Hyndman, Rob J. 3 Imhoff, Michael 3 Lucas, André 3 Muellbauer, John 3 Peng, Bin 3 Pettenuzzo, Davide 3 Shang, Han Lin 3 Smeral, Egon 3 Thomakos, Dimitrios D. 3 Tsay, Ruey S. 3 Wang, Yongning 3 Wüger, Michael 3 Yan, Yayi 3 Alj, Abdelkamel 2 Azrak, Rajae 2 Barigozzi, Matteo 2 Bermúdez, José D. 2 Berta, Paolo 2 Cappuccio, Nunzio 2
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Institution
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Department of Econometrics and Business Statistics, Monash Business School 6 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 4 EconWPA 3 Tinbergen Instituut 3 C.E.P.R. Discussion Papers 2 Faculteit Economie en Bedrijfskunde, Universiteit Gent 2 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 2 London School of Economics (LSE) 2 Bangor Business School, Bangor University 1 Barcelona Graduate School of Economics (Barcelona GSE) 1 Center for Financial Studies 1 Departamento de Estadistica, Universidad Carlos III de Madrid 1 Department Volkswirtschaftslehre, Fachbereich für Wirtschaftswissenschaften 1 Department of Economics and Business, Universitat Pompeu Fabra 1 Department of Economics and Finance Research and Teaching, Institut für Höhere Studien (IHS) 1 Department of Economics, Florida International University 1 Econometric Society 1 Economics Institute for Research (SIR), Handelshögskolan i Stockholm 1 Faculty of Economics, University of Cambridge 1 Institut für Finanzwissenschaft, Fakultät für Volkswirtschaft und Statistik 1 Institute of Economics, Academia Sinica 1 KOF Swiss Economic Institute, Department of Management, Technology and Economics (D-MTEC) 1 Rimini Centre for Economic Analysis (RCEA) 1 School of Economics, Finance and Management, University of Bristol 1 Society for Computational Economics - SCE 1 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 1 Tinbergen Institute 1 Vienna University of Economics and Business, Department of Economics 1 Österreichisches Institut für Wirtschaftsforschung (WIFO) 1 Økonomisk Institut, Københavns Universitet 1
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Published in...
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International journal of forecasting 13 Econometrics 7 Journal of forecasting 7 Computational economics 6 Monash Econometrics and Business Statistics Working Papers 6 Working paper / Department of Econometrics and Business Statistics, Monash University 6 ECARES working paper 5 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 5 International Journal of Forecasting 4 Journal of econometrics 4 MPRA Paper 4 Tinbergen Institute Discussion Papers 4 Discussion paper / Tinbergen Institute 3 Econometrics : open access journal 3 Physica A: Statistical Mechanics and its Applications 3 Tinbergen Institute Discussion Paper 3 CEPR Discussion Papers 2 Economic modelling 2 Economics letters 2 INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences 2 Insurance / Mathematics & economics 2 Journal of Applied Statistics 2 LSE Research Online Documents on Economics 2 Mathematics and Computers in Simulation (MATCOM) 2 Metrika 2 Risks : open access journal 2 Technical Report 2 Technical Reports / Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 2 Technical report / Sonderforschungsbereich 475 Komplexitätsreduktion in Multivariaten Datenstrukturen, Universität Dortmund 2 WIFO Working Papers 2 Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 2 Annals of Economics and Finance 1 Applied economics 1 Astin bulletin : the journal of the International Actuarial Association 1 BLS working papers 1 Bristol Economics Discussion Papers 1 Business & information systems engineering 1 CEIS Tor Vergata research papers : CEIS Tor Vergata research paper series 1 CFS Working Paper 1 CFS Working Paper Series 1
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Source
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ECONIS (ZBW) 107 RePEc 70 EconStor 19 BASE 1
Showing 131 - 140 of 197
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Testing for structural breaks in correlations : does it improve Value-at-Risk forecasting?
Berens, Tobias; Weiß, Gregor; Wied, Dominik - In: Journal of empirical finance 32 (2015), pp. 135-152
Persistent link: https://www.econbiz.de/10011556809
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Crude oil prices and the euro-dollar exchange rate: A forecasting exercise
Crespo Cuaresma, Jesus; Breitenfellner, Andreas - 2008
If oil exporters stabilize the purchasing power of their export revenues in terms of imports, exchange rate developments (and particularly, developments in the US dollar/euro exchange rate) may contain information about oil price changes. This hypothesis depends on three conditions: (a) OPEC has...
Persistent link: https://www.econbiz.de/10010293389
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Likelihood Functions for State Space Models with Diffuse Initial Conditions
Francke, Marc K.; Koopman, Siem Jan; de Vos, Aart - 2008
State space models with nonstationary processes and fixed regression effects require a state vector with diffuse initial conditions. Different likelihood functions can be adopted for the estimation of parameters in time series models with diffuse initial conditions. In this paper we consider...
Persistent link: https://www.econbiz.de/10010325962
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Modelling multiple time series via common factors
Pan, Jiazhu; Yao, Qiwei - London School of Economics (LSE) - 2008
We propose a new method for estimating common factors of multiple time series. One distinctive feature of the new approach is that it is applicable to some nonstationary time series. The unobservable, nonstationary factors are identified by expanding the white noise space step by step, thereby...
Persistent link: https://www.econbiz.de/10011126505
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Forecasting macroeconomic variables using a structural state space model
de Silva, Ashton - Volkswirtschaftliche Fakultät, … - 2008
This paper has a twofold purpose; the first is to present a small macroeconomic model in state space form, the second is to demonstrate that it produces accurate forecasts. The first of these objectives is achieved by fitting two forms of a structural state space macroeconomic model to Australian...
Persistent link: https://www.econbiz.de/10005622122
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Likelihood Functions for State Space Models with Diffuse Initial Conditions
Francke, Marc K.; Koopman, Siem Jan; Vos, Aart de - Tinbergen Institute - 2008
State space models with nonstationary processes and fixed regression effects require a state vector with diffuse initial conditions. Different likelihood functions can be adopted for the estimation of parameters in time series models with diffuse initial conditions. In this paper we consider...
Persistent link: https://www.econbiz.de/10005137120
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Crude Oil Prices and the USD/EUR Exchange Rate
Breitenfellner, Andreas; Cuaresma, Jesus Crespo - In: Monetary Policy & the Economy (2008) 4
This paper investigates the impact of changes in the U.S. dollar/euro exchange rate on crude oil prices. The negative correlation of these two variables is ascribed to five possible channels: on the supply side, the purchasing power of oil export revenues and on the demand side, local prices in...
Persistent link: https://www.econbiz.de/10005273218
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Likelihood Functions for State Space Models with Diffuse Initial Conditions
Francke, Marc K.; Koopman, Siem Jan; Vos, Aart de - Tinbergen Instituut - 2008
This discussion paper led to an article in the <I>Journal of Time Series Analysis</I> (2010). Vol. 31, pages 407-414.<P> State space models with nonstationary processes and fixed regression effects require a state vector with diffuse initial conditions. Different likelihood functions can be adopted for...</p></i>
Persistent link: https://www.econbiz.de/10011256097
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Likelihood functions for state space models with diffuse initial conditions
Francke, Marc K.; Koopman, Siem Jan; Vos, Aart F. de - 2008
State space models with nonstationary processes and fixed regression effects require a state vector with diffuse initial conditions. Different likelihood functions can be adopted for the estimation of parameters in time series models with diffuse initial conditions. In this paper we consider...
Persistent link: https://www.econbiz.de/10011374403
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On testing for nonlinearity in multivariate time series
Psaradakis, Zacharias; Vávra, Marián - In: Economics Letters 125 (2014) 1, pp. 1-4
This paper considers a multivariate extension of the test for neglected nonlinearity proposed by Tsay (1986) that uses principal components to overcome the problem of dimensionality that is common with tests of this type. Monte Carlo experiments reveal that the modified multivariate test...
Persistent link: https://www.econbiz.de/10011041605
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