Identifying the independent sources of consumption variation (with Matteo Barigozzi), Journal of Applied Econometrics, forthcoming.
Causal models and evidential pluralism in econometrics (with Federica Russo), Journal of Economic Methodology, 21(1), 54-76, (2014). [link]
More or Better? Quality versus Quantity in Food Consumption (with Corinna Manig), Journal of Bioeconomics, 16(2), 155-178, (2014). [link] [R codes]
Escaping satiation dynamics: Some evidence from British household data (with Andreas Chai), Jahrbücher für Nationalökonomie und Statistik, Journal of Economics and Statistics 234(2-3), 299-327, (2014). [R codes] [link]
The evolution of Engel curves and its implications for structural change theory (with Andreas Chai), Cambridge Journal of Economics, 38(4), 895-923, (2014). [link]
Causal inference by independent component analysis: Theory and applications (with Doris Entner, Patrik Hoyer and Alex Coad), Oxford Bulletin of Economics and Statistics, 75(5), 705-730 (2013). [link]
Back to Engel? Some evidence for the hierarchy of needs (with Andreas Chai), Journal of Evolutionary Economics, 22, 649-676 (2012). [link]
Retrospectives: Engel Curves (with Andreas Chai), Journal of Economic Perspectives, 24(1), 225-240 (2010) [link].
Comparing shapes of Engel curves (with Andreas Chai), Economics Bulletin, 29(2), 1164-1170 (2009) [link].
Graphical causal models and VARs: an empirical assessment of
the real business cycles hypothesis, Empirical Economics, 35(2), 275-300 (2008) [link] [e.c.].
A critical guide to empirical validation of agent-based
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Empirical validation of agent-based models: alternatives and prospects (with Paul Windrum and Giorgio Fagiolo), Journal of Artificial Societies and Social Simulation, 10, 2, (2007) [link] .
Some peculiarities of the concept of causality in macroeconometrics, History of Economic Ideas, 13(3), 57-82 (2005) [link].
Causality in macroeconometrics: some considerations about
reductionism and realism, Journal of Economic Methodology,
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Identification of monetary policy shocks: a graphical causal
approach, Notas Econˇmicas, 20, 39-62 (2004) [.pdf].
Can Graphical Causal Inference Be Extended to Nonlinear Settings? An Assessment of Conditional Independence Tests (with Nadine Chla▀), in M. Dorato, M. RÚdei, M. Sußrez (eds.) EPSA Epistemology and Methodology of Science, Springer Verlag, 63-72 (2010) [link]
Mediating between causes and probabilities: the use of
graphical models in econometrics, in J. Williamson and F. Russo
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Confronting Agent-Based Models with Data:
Methodological Issues and Open Problems (with Giorgio Fagiolo and
Paul Windrum) in C. Bruun (ed.) Advances in Artificial Economics.
The Economy as a Complex Dynamic System, Lecture Notes in
Economics and Mathematical Systems, Springer-Verlag Berlin
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Causal Search in Structural Vector Autoregressive Models (with Nadine Chla▀, Doris Entner, and Patrik Hoyer), in Journal of Machine Learning Research: Workshop and Conference Proceedings, 12:95-114 (2011) [link].
Graphical models for the
identification of causal structures in multivariate time series
models (with Peter Spirtes), in Joint Conference on Information
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Review of L'economia del bene e del male. Morale e denaro da Gilgamesh a Wall Street, by Tomáš Sedláček,
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Identifying the Independent Sources of Consumption Variation (with Matteo Barigozzi),
LEM Working Paper 2012/16. New Version
Back to Engel? Some evidence for the hierarchy of needs (with Andreas Chai), Papers on Economics and Evolution (2011) #1113.
The Rank of a System of Engel Curves. How Many Common Factors? (with Matteo Barigozzi), Papers on Economics and Evolution (2011)
The evolution of Engel curves and its implications for structural change (with Andreas Chai), Griffith Business School Discussion Papers Economics. (2010)
Causal Inference by Independent Component Analysis with Applications to Micro- and Macroeconomic Data (with Doris Entner, Patrik Hoyer and Alex Coad), Jena Economic Research Papers (2010)
#031. New Version
More or Better? Quality versus Quantity in Food Consumption (with Corinna Manig), Papers on Economics and Evolution (2009) #0918.
Satiation, Escaping Satiation, and Structural Change: Some Evidence from the Evolution of Engel Curves (with Andreas Chai), Papers on Economics and Evolution (2008)
Comparing shapes of Engel curves (with Andreas Chai), Jena Economic Research Papers (2008)
At the origins of Engel curves estimation (with Andreas Chai), Papers on Economics and Evolution (2008)
of agent-based models: a critical survey (with Giorgio Fagiolo and
Paul Windrum), LEM Working Paper
Graph-based search procedure for vector autoregressive models
(with Peter Spirtes), LEM Working Paper
Causality and econometrics: some philosophical underpinnings,
Methods in Economics Seminar Series, Pisa, November 2004 [.pdf].
models for structural vector autoregressions, LEM Woking