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  • Search: subject:"Independent component analysis"
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Year of publication
Subject
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Independent Component Analysis 26 independent component analysis 19 Schätzung 15 Estimation 14 VAR model 14 VAR-Modell 14 Estimation theory 13 Schätztheorie 13 Independent component analysis 11 Zeitreihenanalyse 11 Time series analysis 10 Faktorenanalyse 8 Structural VAR 8 Factor analysis 7 Induktive Statistik 7 Statistical inference 7 Energy efficiency 6 Identification 6 Schock 6 Shock 6 Impact assessment 5 Statistical test 5 Statistischer Test 5 Wirkungsanalyse 5 Engel Curves 4 Impulse response functions 4 Structural FAVAR 4 Theorie 4 climate change 4 climate policy 4 economy-wide rebound effect 4 hypothesis testing 4 impulse responses 4 semi-parametric inference 4 weak identification 4 Approximate Factor Models 3 Budget Shares 3 Cointegration 3 Energieeinsparung 3 Energiekonsum 3
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Online availability
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Free 59 CC license 1
Type of publication
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Book / Working Paper 55 Article 4
Type of publication (narrower categories)
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Working Paper 41 Arbeitspapier 22 Graue Literatur 22 Non-commercial literature 22 Article in journal 3 Aufsatz in Zeitschrift 3 Thesis 3 Article 1
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Language
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English 50 Undetermined 7 French 2
Author
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Moneta, Alessio 22 Chen, Ying 7 Lee, Adam 7 Mesters, Geert 7 Bruns, Stephan B. 6 Stern, David I. 6 Hoesch, Lukas 5 Härdle, Wolfgang 5 Spokoiny, Vladimir 5 Barigozzi, Matteo 4 Berner, Anne 4 Pallante, Gianluca 4 Zema, Sebastiano Michele 4 Chen, Ray-Bing 3 Härdle, Wolfgang Karl 3 Capasso, Marco 2 Ciarli, Tommaso 2 Coad, Alexander 2 Fiorentini, Gabriele 2 Gouriéroux, Christian 2 Guerini, Mattia 2 Lütkepohl, Helmut 2 Martinoli, Mario 2 Monfort, Alain 2 Napoletano, Mauro 2 Papagni, Francesca 2 Renne, Jean-Paul 2 Roventini, Andrea 2 Strohsal, Till 2 Vessereau, Thierry 2 Chan, Felix 1 Fabozzi, Frank J. 1 Ghalanos, Alexios 1 Giacometti, Rosella 1 Guevara Cortés, Rogelio Ladrón de 1 Guo, Meihui 1 Hallin, Marc 1 Herwartz, Helmut 1 Huang, Shih-Feng 1 Ilmonen, Sirkku Pauliina 1
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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 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
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Published in...
All
LEM Working Paper Series 11 LEM working paper series 11 SFB 649 Discussion Paper 3 SFB 649 Discussion Papers 3 CIRANO Working Papers 2 Série des documents de travail 2 Working Papers ECARES 2 Working papers / Universitat Pompeu Fabra, Department of Economics and Business 2 BSE working paper : working papers 1 Bankwest Curtin Economics Centre Working Paper series 1 Cege discussion paper 1 DEM Working Papers Series 1 DIW Discussion Papers 1 Discussion paper / Tinbergen Institute 1 Discussion papers / Deutsches Institut für Wirtschaftsforschung 1 IMES discussion paper series / Englische Ausgabe 1 Journal of Applied Econometrics 1 Journal of econometrics 1 LEM Papers Series 1 Papers on Economics and Evolution 1 Quantitative economics : QE ; journal of the Econometric Society 1 Real Estate & Planning Working Papers 1 Revista finanzas y política económica 1 SFB 649 discussion paper 1 Tinbergen Institute Discussion Paper 1 Working Paper 1 Working papers / TSE : WP 1 cege Discussion Papers 1
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Source
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ECONIS (ZBW) 25 EconStor 20 RePEc 11 BASE 3
Showing 1 - 10 of 59
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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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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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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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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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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
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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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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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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/10013489765
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Calibration and validation of macroeconomic simulation models: A general protocol by causal search
Martinoli, Mario; Moneta, Alessio; Pallante, Gianluca - 2022
independent component analysis, so as to avoid a priori re- strictions. We use model confidence set as a tool to measure the …
Persistent link: https://www.econbiz.de/10014318968
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