Selection and integration of generalized instrumental variables for estimating total effects

Author:

Shingaki RyuseiORCID,Kanda Hiroshi,Kuroki Manabu

Publisher

Springer Science and Business Media LLC

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference32 articles.

1. Bekker PA, de Leeuw J (1987) The rank of reduced dispersion matrices. Psychometrika 52(1):125–135

2. Bollen KA (1989) Structural equations with latent variables. Wiley, New York

3. Bowden RJ, Turkington DA (1984) Instrumental variables. Cambridge University Press, Cambridge

4. Brito C, Pearl J (2002) Generalized instrumental variables. In: Proceedings of the 18th conference on uncertainty in artificial intelligence, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, UAI’02, pp 85–93

5. Chan H, Kuroki M (2010) Using descendants as instrumental variables for the identification of direct causal effects in linear sems. In: Teh YW, Titterington M (eds) Proceedings of the 13th international conference on artificial intelligence and statistics, PMLR, Chia Laguna Resort, Sardinia, Italy, Proceedings of machine learning research, vol 9, pp 73–80

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