C. W. J. Granger, "Investigating causal relations by econometric models and cross-spectral methods, " Econometrica: Journal of the Econometric Society, pp. 424-438, 1969
C. A. Sims, "Macroeconomics and reality, " Econometrica: Journal of the Econometric Society, pp. 1-48, 1980
-,"Money, income, and causality, " The American economic review, pp. 540-552, 1972
J. Geweke, "Testing the exogeneity specification in the complete dynamic simultaneous equation model, " Journal of Econometrics, vol. 7, no. 2, pp. 163-185, 1978
R. Dahlhaus and M. Eichler, "Causality and graphical models in time series analysis, " Oxford Statistical Science Series, pp. 115-137, 2003
M. Eichler, "Granger causality and path diagrams for multivariate time series, " Journal of Econometrics, vol. 137, pp. 334-353, 2007
C. Hsiao, "Autoregressive modeling and causal ordering of economic variables, " Journal of Economic Dynamics and Control, vol. 4, pp. 243-259, 1982
M. Eichler, "On the evaluation of information flow in multivariate systems by the directed transfer function, " Biological Cybernetics, vol. 94, pp. 469-482, 2006
D. Materassi and G. Innocenti, "Topological identification in networks of dynamical systems, " Automatic Control, IEEE Transactions on, vol. 55, no. 8, pp. 1860-1871, 2010
D. Materassi and M. V. Salapaka, "Network reconstruction of dynamical polytrees with unobserved nodes, " in Decision and Control (CDC), 2012 IEEE 51st Annual Conference on. IEEE, 2012, pp. 4629-4634
S. Nabavi, A. Chakrabortty, and P. P. Khargonekar, "A global identifiability condition for consensus networks on tree graphs, " pp. 1830-1835, 2015
R. S. Tsay, Analysis of financial time series. John Wiley & Sons, 2005, vol. 543
J. Goncalves and S. Warnick, "Necessary and Sufficient Conditions for Dynamical Structure Reconstruction of LTI Networks, " Automatic Control, IEEE Transactions on, vol. 53, no. 7, pp. 1670-1674, 2008
E. Yeung, J. Goncalves, H. Sandberg, and S. Warnick, "Representing structure in linear interconnected dynamical systems, " in Decision and Control (CDC), 2010 49th IEEE Conference on. IEEE, 2010, pp. 6010-6015
E. Yeung, J. Gonçalves, H. Sandberg, and S. Warnick, "Mathematical relationships between representations of structure in linear interconnected dynamical systems, " in American Control Conference (ACC), 2011. IEEE, 2011, pp. 4348-4353
D. Hayden, Y. Yuan, and J. Goncalves, "Network reconstruction from intrinsic noise, " arXiv preprint arXiv: 1310. 0375, 2013
J. Goncalves and S. Warnick, "System theoretic approaches to network reconstruction, " Control theory and systems biology, vol. 1, 2009
Y. Yuan, G. B. Stan, S. Warnick, and J. Goncalves, "Robust dynamical network structure reconstruction, " Automatica, vol. 47, no. 6, pp. 1230-1235, 2011
P. J. Brockwell and R. A. Davis, Time series: Theory and methods. Springer Science & Business Media, 2009
Y. A. Rozanov, Stationary random processes. Holden-Day, 1967
G. R. Skoog, "Causality Characterizations: Bivariate, Trivariate, and Multivariate Propositions, " Tech. Rep., 1976
P. Masani, "Recent trends in multivariate prediction theory, " in Multivariate Analysis I, P. Krishnaiah, Ed. Academic press New York, 1966, pp. 351-382
E. Renault and U. Triacca, "Causality and separability, " Statistics & Probability Letters, 2015
T. Richardson, "Markov properties for acyclic directed mixed graphs, " Scandinavian Journal of Statistics, vol. 30, no. 1, pp. 145-157, 2003
L. Ljung, System identification. Springer, 1998
M. Reed and B. Simon, Methods of modern mathematical physics. vol. 1. Functional analysis. Academic press New York, 1972, vol. 2
U. Alon, "Network motifs: Theory and experimental approaches, " Nature Reviews Genetics, vol. 8, no. 6, pp. 450-461, 2007
J. B. Moore and B. D. O. Anderson, "Simulation of stationary stochastic processes, " Electrical Engineers, Proceedings of the Institution of, vol. 115, no. 2, pp. 337-339, 1968
E. J. Hannan, "The identification of vector mixed autoregressivemoving average system, " Biometrika, vol. 56, no. 1, pp. 223-225, 1969
J. Adebayo, T. Southwick, V. Chetty, E. Yeung, Y. Yuan, J. Goncalves, J. Grose, J. Prince, G.-B. Stan, and S. Warnick, "Dynamical structure function identifiability conditions enabling signal structure reconstruction, " in Decision and Control (CDC), 2012 IEEE 51st Annual Conference on. IEEE, 2012, pp. 4635-4641
S. J. Mason, Feedback Theory: I. Some Properties of Signal Flow Graphs. Massachusetts Institute of Technology, Research Laboratory of Electronics, 1953
-,Feedback theory: further properties of signal flow graphs. Research Laboratory of Electronics, Massachusetts Institute of Technology, 1956