List: Causal Inference | Curated by Bruno Gonçalves

Feb 27, 2022
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Causal Inference
Bruno Gonçalves
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Data For Science
Causal Inference — Part XV — MediationThis is the fifteenth post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·4 min read·Feb 14, 2021
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Bruno Gonçalves
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Data For Science
Causal Inference — Part XIV — Inverse Probability WeighingThis is the fourteenth post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea…
·4 min read·Dec 20, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part XIII — Conditional Interventions and Covariate-Specific EffectsThis is the thirteenth post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea…
·4 min read·Dec 6, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part XII — Front-door CriterionThis is the twelveth    post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea…
·5 min read·Nov 15, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part XI — Backdoor criterionThis is the eleventh post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·5 min read·Nov 8, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part X — The Adjustment FormulaThis is the tenth post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·6 min read·Nov 1, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part IX — InterventionsThis is the ninth post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·6 min read·Oct 18, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part-VIII-Model Testing and Causal SearchThis is the eighth post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·5 min read·Oct 11, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part VII — d-separationThis is the seventh post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·8 min read·Sep 13, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part VI — CollidersThis is the fifth post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·5 min read·Sep 6, 2020
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Bruno Gonçalves
in
Data For Science
Causal Inference — Part V — Chains, and ForksThis is the fifth post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·5 min read·Aug 16, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part IV — Structural Causal ModelsThis is the forth post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·8 min read·Jul 25, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference Part III — GraphsThis is the third post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·5 min read·Jul 18, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part II — Probability TheoryThis is the second post on the series we work our way through “Causal Inference In Statistics” a nice Primer co-authored by Judea Pearl…
·8 min read·Feb 23, 2020
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Bruno Gonçalves
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Data For Science
Causal Inference — Part IHow do causes lead to effects? Can you associate the cause leading to the observed effect? Big Data opens the doors for us to be able to…
·5 min read·Feb 2, 2020
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