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  • Search: subject:"Independent component analysis"
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Year of publication
Subject
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Independent component analysis 36 Independent Component Analysis 33 independent component analysis 29 Estimation theory 24 Schätztheorie 24 Schätzung 23 VAR model 23 VAR-Modell 23 Estimation 22 Zeitreihenanalyse 20 Time series analysis 19 Faktorenanalyse 16 Factor analysis 15 Structural VAR 13 Schock 12 Shock 12 Identification 9 Induktive Statistik 9 Statistical inference 9 Energy efficiency 8 Impulse response functions 8 Theorie 8 Forecasting model 7 Impact assessment 7 Prognoseverfahren 7 Theory 7 Wirkungsanalyse 7 Engel Curves 6 Energieeinsparung 5 Energiekonsum 5 Energy conservation 5 Energy consumption 5 Maximum likelihood estimation 5 Maximum-Likelihood-Schätzung 5 Portfolio selection 5 Portfolio-Management 5 Principal component analysis 5 Statistical test 5 Statistischer Test 5 Structural FAVAR 5
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Online availability
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Free 61 Undetermined 35 CC license 1
Type of publication
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Book / Working Paper 58 Article 46
Type of publication (narrower categories)
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Working Paper 42 Article in journal 32 Aufsatz in Zeitschrift 32 Arbeitspapier 23 Graue Literatur 23 Non-commercial literature 23 Thesis 3 Article 2
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Language
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English 82 Undetermined 20 French 2
Author
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Moneta, Alessio 30 Bruns, Stephan B. 8 Lee, Adam 8 Mesters, Geert 8 Stern, David I. 8 Chen, Ying 7 Barigozzi, Matteo 6 Hoesch, Lukas 6 Pallante, Gianluca 6 Berner, Anne 5 Härdle, Wolfgang 5 Spokoiny, Vladimir 5 Zema, Sebastiano Michele 5 Herwartz, Helmut 4 Kim, Hyun Hak 4 Wang, Shu 4 Chen, Ray-Bing 3 Ciarli, Tommaso 3 Coad, Alexander 3 Gouriéroux, Christian 3 Guerini, Mattia 3 Härdle, Wolfgang Karl 3 Martinoli, Mario 3 Monfort, Alain 3 Napoletano, Mauro 3 Renne, Jean-Paul 3 Roventini, Andrea 3 Capasso, Marco 2 Fabozzi, Frank J. 2 Fiorentini, Gabriele 2 Ghalanos, Alexios 2 Giacometti, Rosella 2 Lütkepohl, Helmut 2 Papagni, Francesca 2 Rossi, Eduardo 2 Strohsal, Till 2 Swanson, Norman 2 Swanson, Norman R. 2 Tsuchida, Naoshi 2 Urga, Giovanni 2
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Institution
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Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 3 Centre Interuniversitaire de Recherche en Analyse des Organisations (CIRANO) 2 European Centre for Advanced Research in Economics and Statistics (ECARES), Solvay Brussels School of Economics and Management 2 Bankwest Curtin Economics Centre, Curtin Business School 1 Department of Economics, Rutgers University-New Brunswick 1 Dipartimento di Scienze Economiche e Aziendali, Università degli Studi di Pavia 1 Henley Business School, University of Reading 1 Laboratory of Economics and Management (LEM), Scuola Superiore Sant'Anna 1 Volkswirtschaft Abteilung, Fachbereich Wirtschaftswissenschaften 1
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Published in...
All
LEM Working Paper Series 11 LEM working paper series 11 Energy economics 3 International journal of production research 3 Journal of econometrics 3 Journal of economic dynamics & control 3 SFB 649 Discussion Paper 3 SFB 649 Discussion Papers 3 CIRANO Working Papers 2 Journal of applied econometrics 2 Papers on Economics and Evolution 2 Physica A: Statistical Mechanics and its Applications 2 Série des documents de travail 2 Technological forecasting & social change : an international journal 2 Working Papers ECARES 2 Working papers / Universitat Pompeu Fabra, Department of Economics and Business 2 Applied financial economics 1 BSE working paper : working papers 1 Bankwest Curtin Economics Centre Working Paper series 1 Cege discussion paper 1 Computational Statistics & Data Analysis 1 Computational economics 1 DEM Working Papers Series 1 DIW Discussion Papers 1 Departmental Working Papers / Department of Economics, Rutgers University-New Brunswick 1 Discussion paper / Tinbergen Institute 1 Discussion papers / Deutsches Institut für Wirtschaftsforschung 1 Econometric reviews 1 Economic Modelling 1 Economic modelling 1 Finance research letters 1 Financial markets and portfolio management 1 IMES discussion paper series / Englische Ausgabe 1 International Journal of Data Analysis Techniques and Strategies 1 International Journal of Theoretical and Applied Finance (IJTAF) 1 International journal of forecasting 1 Investment management and financial innovations 1 Journal of Applied Econometrics 1 Journal of Applied Statistics 1 Journal of Multivariate Analysis 1
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Source
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ECONIS (ZBW) 55 RePEc 25 EconStor 21 BASE 3
Showing 1 - 10 of 104
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Time-varying shock transmission in non-Gaussian structural vector autoregressions
Lütkepohl, Helmut; Strohsal, Till - 2025
This paper analyzes possibly time-varying shock transmission in structural vector autoregressive (VAR) models when the reduced-form VAR coefficients are time-invariant and the shocks are identified through non-Gaussianity. To check for possible time-variation in the impulse responses, we propose...
Persistent link: https://www.econbiz.de/10015333655
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Time-varying shock transmission in non-Gaussian structural vector autoregressions
Lütkepohl, Helmut; Strohsal, Till - 2025
This paper analyzes possibly time-varying shock transmission in structural vector autoregressive (VAR) models when the reduced-form VAR coefficients are time-invariant and the shocks are identified through non-Gaussianity. To check for possible time-variation in the impulse responses, we propose...
Persistent link: https://www.econbiz.de/10015324819
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Identification of one independent shock in structural VARs
Fiorentini, Gabriele; Moneta, Alessio; Papagni, Francesca - 2024
independent, unlike the typical assumptions in the independent component analysis literature. The shock of interest can be either …
Persistent link: https://www.econbiz.de/10015130177
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Statistical identification in panel structural vector autoregressive models based on independence criteria
Herwartz, Helmut; Wang, Shu - In: Journal of Applied Econometrics 39 (2024) 4, pp. 620-639
This paper introduces a novel panel approach to structural vector autoregressive analysis. For identification, we impose independence of structural innovations at the pooled level. We demonstrate robustness of the method under cross‐sectional correlation and heterogeneity through simulation...
Persistent link: https://www.econbiz.de/10015191356
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Locally robust inference for non-Gaussian SVAR models
Hoesch, Lukas; Lee, Adam; Mesters, Geert - In: Quantitative Economics 15 (2024) 2, pp. 523-570
All parameters in structural vector autoregressive (SVAR) models are locally identified when the structural shocks are independent and follow non-Gaussian distributions. Unfortunately, standard inference methods that exploit such features of the data for identification fail to yield correct...
Persistent link: https://www.econbiz.de/10015420304
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Cover Image
Identification of one independent shock in structural VARs
Fiorentini, Gabriele; Moneta, Alessio; Papagni, Francesca - 2024
independent, unlike the typical assumptions in the independent component analysis literature. The shock of interest can be either …
Persistent link: https://www.econbiz.de/10015084313
Saved in:
Cover Image
Locally robust inference for non-Gaussian SVAR models
Hoesch, Lukas; Lee, Adam; Mesters, Geert - In: Quantitative economics : QE ; journal of the … 15 (2024) 2, pp. 523-570
All parameters in structural vector autoregressive (SVAR) models are locally identified when the structural shocks are independent and follow non-Gaussian distributions. Unfortunately, standard inference methods that exploit such features of the data for identification fail to yield correct...
Persistent link: https://www.econbiz.de/10015053146
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Locally robust inference for non-Gaussian linear simultaneous equations models
Lee, Adam; Mesters, Geert - In: Journal of econometrics 240 (2024) 1, pp. 1-24
Persistent link: https://www.econbiz.de/10015074608
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Calibration and validation of macroeconomic simulation models by statistical causal search
Martinoli, Mario; Moneta, Alessio; Pallante, Gianluca - In: Journal of economic behavior & organization 228 (2024), pp. 1-17
Persistent link: https://www.econbiz.de/10015461655
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A non-normal framework for price discovery: The Independent Component based Information Shares measure
Zema, Sebastiano Michele - 2023
I propose a new measure of price discovery, which I will refer to as the Independent Component based Information Share (IC-IS). This measure constitutes a variant of the widespread Information Share, with the main difference being it does not suffer the same identification issues. Under the...
Persistent link: https://www.econbiz.de/10014541819
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