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courses.washington.edu/b571/lectures/notes131-181.pdf

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medium.com/codex/generalized-method-of-moments-gmm-in-r-part-2-of-3-5d03f4097044

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www.ncbi.nlm.nih.gov/pmc/articles/PMC8784019/

Networks and the Macroeconomy: An Empirical Exploration: NBER Macroeconomics Annual: Vol 30

www.journals.uchicago.edu/doi/full/10.1086/685961

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www.ipr.northwestern.edu/documents/required-reading/2014/Session%208-9%20Raudenbush.pdf

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academic.oup.com/ije/article/44/3/1051/632956

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academic.oup.com/jrsssb/article/83/5/994/7056098

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arxiv.org/pdf/2012.08591.pdf

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matheusfacure.github.io/python-causality-handbook/12-Doubly-Robust-Estimation.html

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matheusfacure.github.io/python-causality-handbook/05-The-Unreasonable-Effectiveness-of-Linear-Regression.html

11 - Propensity Score — Causal Inference for the Brave and True

matheusfacure.github.io/python-causality-handbook/11-Propensity-Score.html

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mixtape.scunning.com/10-synthetic_control

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multithreaded.stitchfix.com/blog/2021/07/23/double-robust-estimator/

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www2.stat.duke.edu/~fl35/teaching/640/Chap3.5_Doubly%20Robust%20Estimation.pdf

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medium.com/@Minyus86/causallift-python-package-for-uplift-modeling-in-real-world-business-e60264812a26

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towardsdatascience.com/propensity-scores-and-inverse-probability-weighting-in-causal-inference-97aa53f3b6ce

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matheusfacure.github.io/python-causality-handbook/13-Difference-in-Differences.html

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timeseriesreasoning.com/contents/two-stage-least-squares-estimation/

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rpubs.com/YungYuTsai/CCP_PSM

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muse.jhu.edu/article/877884

Sensitivity Analysis for Average Treatment Effects

journals.sagepub.com/doi/epdf/10.1177/1536867X0700700104

Propensity Score Matching: What Can Go Wrong?

www.causalflows.com/propensity-score-matching-threats/

ivreg: Two-Stage Least-Squares Regression with Diagnostics

cran.r-project.org/web/packages/ivreg/vignettes/ivreg.html

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mixtape.scunning.com/07-instrumental_variables

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stats.stackexchange.com/questions/308397/why-is-average-treatment-effect-different-from-average-treatment-effect-on-the-t

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kosukeimai.github.io/MatchIt/reference/method_full.html

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r.iq.harvard.edu/docs/matchit/2.4-15/Optimal_Matching.html

Estimating Effects After Matching

cran.r-project.org/web/packages/MatchIt/vignettes/estimating-effects.html

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mixtape.scunning.com/03-directed_acyclical_graphs

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statsnotebook.io/blog/analysis/matching/

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matheusfacure.github.io/python-causality-handbook/10-Matching.html

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mixtape.scunning.com/04-potential_outcomes

Causal Inference The Mixtape - References

mixtape.scunning.com/references.html

Understanding Robust Standard Errors | University of Virginia Library Research Data Services + Sciences

data.library.virginia.edu/understanding-robust-standard-errors/

sand.pdf

www.stat.umn.edu/geyer/5601/notes/sand.pdf

Fisher_info.pdf

people.missouristate.edu/songfengzheng/Teaching/MTH541/Lecture%20notes/Fisher_info.pdf

matrix_OLS_NYU_notes.pdf

web.stanford.edu/~mrosenfe/soc_meth_proj3/matrix_OLS_NYU_notes.pdf

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mixtape.scunning.com/02-probability_and_regression

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mixtape.scunning.com/01-introduction

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matheusfacure.github.io/python-causality-handbook/01-Introduction-To-Causality.html

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netflixtechblog.com/key-challenges-with-quasi-experiments-at-netflix-89b4f234b852