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  • Search: isPartOf:"Journal of Causal Inference"
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Year of publication
Subject
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causal inference 39 confounding 13 counterfactuals 7 mediation 7 TMLE 6 average treatment effect 6 propensity score 6 Causal inference 5 sensitivity analysis 5 transportability 5 causal effects 4 double robustness 4 external validity 4 generalizability 4 graphical models 4 instrumental variables 4 bias 3 causal effect 3 causality 3 covariate balance 3 efficient influence curve 3 extended conditional independence 3 ignorability 3 interference 3 machine learning 3 optimization 3 potential outcomes 3 stochastic intervention 3 Causal Inference 2 Manipulability 2 SUTVA 2 Sensitivity Analysis 2 Sensitivity analysis 2 Simpson’s paradox 2 average causal effect 2 bias amplification 2 bounds 2 causal diagrams 2 causal inference with latent variables 2 conditional independence 2
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Online availability
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Free 113 CC license 98 Undetermined 68
Type of publication
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Article 181
Type of publication (narrower categories)
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research-article 128 article-commentary 5 frontmatter 5 editorial 3 erratum 2 review-article 2 corrigenda 1 other 1
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Language
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English 147 Undetermined 34
Author
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Pearl, Judea 21 van der Laan, Mark J. 9 Judea, Pearl 8 Ding, Peng 5 Miratrix, Luke W. 5 Peña, Jose M. 5 Sjölander, Arvid 5 Gabriel, Erin E. 4 VanderWeele, Tyler J. 4 van der Laan Mark J. 4 Dawid, Philip 3 Ghosh, Debashis 3 Griffin, Beth Ann 3 Small, Dylan S. 3 Yang, Shu 3 Zhu, Yeying 3 van der Laan, Mark 3 Aronow, Peter M. 2 Benkeser, David 2 Chambaz, Antoine 2 Chiba, Yasutaka 2 Dasgupta, Tirthankar 2 Ertefaie, Ashkan 2 Gilbert, Peter B. 2 Gruber, Susan 2 Hennessy, Jonathan 2 Hubbard, Alan 2 Janzing, Dominik 2 Kallus, Nathan 2 Kuroki, Manabu 2 Maya, Petersen 2 Miratrix, Luke 2 Neugebauer, Romain 2 Pattanayak, Cassandra 2 Peters, Jonas 2 Petersen, Maya 2 Robeva, Elina 2 Santacatterina, Michele 2 Schochet, Peter Z. 2 Schomaker, Michael 2
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Published in...
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Journal of Causal Inference 181
Source
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Other ZBW resources 156 RePEc 25
Showing 181 - 181 of 181
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Linear Models: A Useful “Microscope” for Causal Analysis
Judea, Pearl - In: Journal of Causal Inference 1 (2013) 1, pp. 155-170
This note reviews basic techniques of linear path analysis and demonstrates, using simple examples, how causal phenomena of non-trivial character can be understood, exemplified and analyzed using diagrams and a few algebraic steps. The techniques allow for swift assessment of how various...
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