From association to causation via regression
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Publication:679036
DOI10.1006/aama.1996.0501zbMath0873.90019OpenAlexW2129378933MaRDI QIDQ679036
Publication date: 22 April 1997
Published in: Advances in Applied Mathematics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1006/aama.1996.0501
Applications of statistics to economics (62P20) Economic time series analysis (91B84) Statistical methods; economic indices and measures (91B82)
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Uses Software
Cites Work
- A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity
- Fusion, propagation, and structuring in belief networks
- Gaussian Markov distributions over finite graphs
- Markov fields and log-linear interaction models for contingency tables
- Causation, prediction, and search
- Linear dependencies represented by chain graphs. With comments and a rejoinder by the authors
- Exogeneity
- On the Nature and Discovery of Structure
- Statistics and Causal Inference
- Causal diagrams for empirical research
- Specification Tests in Econometrics
- Maximum Likelihood Estimation of Misspecified Models
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