Testing for causality

Investigating causal relations by econometric models and cross-spectral methods

Granger, C. W. J. (1969) · Econometrica · doi:10.2307/1912791 · Cited by 22,989 · see citing works

Book Review: Time Series Analysis: Forecasting and Control

Geurts, M. D., Box, G. E. P., & Jenkins, G. M. (1977) · Journal of Marketing Research · doi:10.2307/3150485 · Cited by 19,399 · see citing works

Time Series Analysis Forecasting and Control.

Bartholomew, D. J., Box, G. E. P., & Jenkins, G. M. (1971) · Operational Research Quarterly (1970-1977) · doi:10.2307/3008255 · Cited by 6,872 · see citing works

Forecasting Economic Time Series

Weeks, J. (2000) · The Economic Journal · doi:10.1111/1468-0297.00513 · Cited by 1,788 · see citing works

Causal Inferences in Nonexperimental Research

Blalock, H. M. (1964) · Medical Entomology and Zoology · Cited by 1,276 · see citing works

A Probabilistic Theory of Causality.

Good, I. J., & Suppes, P. (1972) · Journal of the American Statistical Association · doi:10.2307/2284742 · Cited by 1,240 · see citing works

Forecasting Economic Time Series

Clements, M. P., & Hendry, D. F. (1977) · Oxford University Research Archive (ORA) (University of Oxford) · Cited by 701 · see citing works

Causality in temporal systems

Pierce, D. A., & Haugh, L. D. (1977) · Journal of Econometrics · doi:10.1016/0304-4076(77)90039-2 · Cited by 611 · see citing works

A Classical Macroeconometric Model for the United States

Sargent, T. J. (1976) · Journal of Political Economy · doi:10.1086/260429 · Cited by 557 · see citing works

Advertising and Aggregate Consumption: An Analysis of Causality

Ashley, R., Granger, C. W. J., & Schmalensee, R. (1980) · Econometrica · doi:10.2307/1912176 · Cited by 557 · see citing works

Spectral Analysis of Economic Time Series.

Sargan, J. D., Granger, C. W. J., & Hatanaka, M. (1966) · Economica · doi:10.2307/2552747 · Cited by 534 · see citing works

An Introduction to Bilinear Time Series Models

Ord, K., Granger, C. W. J., & Anderson, A. P. (1980) · International Statistical Review · doi:10.2307/1403173 · Cited by 493 · see citing works

Spectral Analysis of Economic Time Series

Hannan, J. F., Granger, C. W. J., & Hatanaka, M. (1965) · Econometrica · doi:10.2307/1911765 · Cited by 435 · see citing works

An Introduction to Bilinear Time Series Models.

Anderson, O. D., Granger, C. W. J., & Andersen, A. P. (1979) · Journal of the Royal Statistical Society Series C (Applied Statistics) · doi:10.2307/2347208 · Cited by 326 · see citing works

Causality and econometrics

Zellner, A. (1979) · Carnegie-Rochester Conference Series on Public Policy · doi:10.1016/0167-2231(79)90002-2 · Cited by 318 · see citing works

Economically Rational Expectations: Are Innovations in the Rate of Inflation Independent of Innovations in Measures of Monetary and Fiscal Policy?

Feige, E. L., & Pearce, D. K. (1976) · Journal of Political Economy · doi:10.1086/260456 · Cited by 299 · see citing works

Economic processes involving feedback

Granger, C. W. J. (1963) · Information and Control · doi:10.1016/s0019-9958(63)90092-5 · Cited by 256 · see citing works

A CAUSAL CALCULUS (II)

Good, I. J. (1961) · The British Journal for the Philosophy of Science · doi:10.1093/bjps/xii.45.43 · Cited by 177 · see citing works

Testing the exogeneity specification in the complete dynamic simultaneous equation model

Geweke, J. F. (1978) · Journal of Econometrics · doi:10.1016/0304-4076(78)90067-2 · Cited by 170 · see citing works

Feedback between stationary stochastic processes

Caines, P. E., & Chan, C. (1975) · IEEE Transactions on Automatic Control · doi:10.1109/tac.1975.1101008 · Cited by 146 · see citing works

MONEY, INCOME AND CAUSALITY: THE U.K. EXPERIENCE

Williams, D. R., Goodhart, C. A. E., & Gowland, D. H. (1976) · American Economic Review · Cited by 112 · see citing works

Statistics and Mathematics in Biology.

Sampford, M. R., Kempthorne, O., Bancroft, T. A., Owen, J. W., & Lush, J. L. (1955) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2343135 · Cited by 104 · see citing works

Exogeneity and Causal Ordering in Macroeconomic Models

Sims, C. A. (1976) · University of Minnesota Digital Conservancy (University of Minnesota) · Cited by 87 · see citing works

World Inflation and Monetary Accommodation in Eight Countries

Gordon, R. J., Hall, R. E., & Parkin, M. (1977) · Brookings Papers on Economic Activity · doi:10.2307/2534407 · Cited by 81 · see citing works

On the Granger Condition for Non-Causality

Hosoya, Y. (1977) · Econometrica · doi:10.2307/1913964 · Cited by 63 · see citing works

Forecasting in dynamic models with stochastic regressors

Pierce, D. A. (1975) · Journal of Econometrics · doi:10.1016/0304-4076(75)90053-6 · Cited by 62 · see citing works

The characterization of instantaneous causality

Pierce, D. A., & Haugh, L. D. (1979) · Journal of Econometrics · doi:10.1016/0304-4076(79)90010-1 · Cited by 54 · see citing works

Money Wages, Prices, and Causality

Mehra, Y. P. (1977) · Journal of Political Economy · doi:10.1086/260634 · Cited by 50 · see citing works

Feedback Induced by Measurement Errors

Newbold, P. (1978) · International Economic Review · doi:10.2307/2526341 · Cited by 44 · see citing works

The characterization of instantaneous causality

Price, J. M. (1979) · Journal of Econometrics · doi:10.1016/0304-4076(79)90009-5 · Cited by 41 · see citing works

Money, Equity Values, and Income: Tests for Exogeneity

Ciccolo, J. H. (1978) · Journal of money credit and banking · doi:10.2307/1991471 · Cited by 27 · see citing works

Impulse Response Identification and Causality Detection for the Lydia-Pinkham DataPreprint

Caines, P. E., Sethi, S., & Brotherton, T. (1977) · RePEc: Research Papers in Economics · Cited by 20 · see citing works

Inflation and incomes policy: An application of time series models

Feige, E. L., & Pearce, D. K. (1976) · Carnegie-Rochester Conference Series on Public Policy · doi:10.1016/0167-2231(76)90013-0 · Cited by 15 · see citing works

Causality Characterizations: Bivariate, Trivariate, and Multivariate PropositionsPreprint

Skoog, G. R. (1976) · doi:10.21034/sr.14 · Cited by 14 · see citing works

Experiments in Time Reversal

Overseth, O. E. (1969) · Scientific American · doi:10.1038/scientificamerican1069-88 · Cited by 8 · see citing works

Inflation and the Issue of Unidirectional Causality: Note

Black, H. A. (1978) · Journal of money credit and banking · doi:10.2307/1991476 · Cited by 4 · see citing works

Untitled work

(1972) · American Economic Review

Testing for Granger non-causality in heterogeneous panels

Dumitrescu, E.-I., & Hurlin, C. (2012) · Economic Modelling · doi:10.1016/j.econmod.2012.02.014 · Cited by 5,922 · see citing works

Statistics and Causal Inference

Holland, P. W. (1986) · Journal of the American Statistical Association · doi:10.1080/01621459.1986.10478354 · Cited by 5,293 · see citing works

The pulvinar regulates information transmission between cortical areas based on attention demands

Saalmann, Y. B., Pinsk, M. A., Wang, L., Li, X., & Kastner, S. (2012) · Science · doi:10.1126/science.1223082 · Cited by 1,016 · see citing works

TEMPORAL AGGREGATION OF UNIVARIATE AND MULTIVARIATE TIME SERIES MODELS: A SURVEY

Silvestrini, A., & Veredas, D. (2008) · Journal of Economic Surveys · doi:10.1111/j.1467-6419.2007.00538.x · Cited by 348 · see citing works

Causal discovery and inference: concepts and recent methodological advances

Spirtes, P., & Zhang, K. (2016) · Applied Informatics · doi:10.1186/s40535-016-0018-x · Cited by 304 · see citing works

Motivation-Achievement Cycles in Learning: a Literature Review and Research Agenda

Vu, T., Magis-Weinberg, L., Jansen, B. R. J., van Atteveldt, N., Janssen, T. W. P., Lee, N. C., van der Maas, H. L. J., Raijmakers, M. E. J., Sachisthal, M. S. M., & Meeter, M. (2022) · Educational Psychology Review · doi:10.1007/s10648-021-09616-7 · Cited by 224 · see citing works

Revisiting the global workspace orchestrating the hierarchical organization of the human brain

Deco, G., Vidaurre, D., & Kringelbach, M. L. (2021) · Nature Human Behaviour · doi:10.1038/s41562-020-01003-6 · Cited by 162 · see citing works

Network inference with Granger causality ensembles on single-cell transcriptomics

Deshpande, A., Chu, L.-F., Stewart, R., & Gitter, A. (2022) · Cell Reports · doi:10.1016/j.celrep.2022.110333 · Cited by 130 · see citing works

Sex differences in effective fronto-limbic connectivity during negative emotion processing

Lungu, O., Potvin, S., Tikàsz, A., & Mendrek, A. (2015) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2015.08.012 · Cited by 96 · see citing works

Investigating the informativeness of technical indicators and news sentiment in financial market price prediction

Anbaee Farimani, S., Vafaei Jahan, M., Milani Fard, A., & Tabbakh, S. R. K. (2022) · Knowledge-Based Systems · doi:10.1016/j.knosys.2022.108742 · Cited by 93 · see citing works

Multi-subject analyses with dynamic causal modeling

Kasess, C. H., Stephan, K. E., Weissenbacher, A., Pezawas, L., Moser, E., & Windischberger, C. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.11.037 · Cited by 70 · see citing works

Noninvasive Electromagnetic Source Imaging and Granger Causality Analysis: An Electrophysiological Connectome (eConnectome) Approach

Sohrabpour, A., Ye, S., Worrell, G. A., Zhang, W., & He, B. (2016) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2016.2616474 · Cited by 59 · see citing works

Reduction in Male Suicide Mortality Following the 2006 Russian Alcohol Policy: An Interrupted Time Series Analysis

Pridemore, W. A., Chamlin, M. B., & Andreev, E. (2013) · American Journal of Public Health · doi:10.2105/ajph.2013.301405 · Cited by 57 · see citing works

Root Cause Analysis for Microservice System based on Causal Inference: How Far Are We?

Pham, L., Ha, H., & Zhang, H. (2024) · Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering · doi:10.1145/3691620.3695065 · Cited by 38 · see citing works

A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks

Das, H. P., Konstantakopoulos, I. C., Manasawala, A. B., Veeravalli, T., Liu, H., & Spanos, C. J. (2019) · 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) · doi:10.1109/icmla.2019.00277 · Cited by 17 · see citing works

New Characterizations of Simple Points, Minimal Non-simple Sets and P-Simple Points in 2D, 3D and 4D Discrete Spaces

Couprie, M., & Bertrand, G. (2008) · Springer eBooks · doi:10.1007/978-3-540-79126-3_11 · Cited by 9 · see citing works

The [0-Simple] Simple Subsemigroups of Nonnegative Matrices

Shuang-ping, Q. (2000) · Journal of Mathematical Research and Exposition

Fundamental relations in simple and 0-simple semihypergroups of small size

Fasino, D., & Freni, D. (2012) · Arabian Journal of Mathematics · doi:10.1007/s40065-012-0025-2 · Cited by 8 · see citing works

Do Evanescent Modes Violate Relativistic Causality?

Nimtz, G. (2006) · AIP conference proceedings · doi:10.1063/1.2218191 · Cited by 3 · see citing works

Causality in Social Network Analysis

Doreian, P. (2001) · Sociological Methods & Research · doi:10.1177/0049124101030001005 · Cited by 94 · see citing works