* Adding propensity score weighting

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* updating propensity score model 2 data sets

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* added more detail re uncertainty

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* added heterogenous effects plot

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* adding myst

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* adding robust propensity scores

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* added some intro text

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* adding more write up

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* adding more write up.

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* adding write up on double robust estimators

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* angrist and pischke quote and dr math

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* removing quantile prediction adding Double ML

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* adding references

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* fixing bibfile

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* added fwl discussion

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* hiding input functions

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* hiding cells and run checks

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* full run with conclusion

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* adding conclusion and mediation section

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* addressing some of Juan's comments

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* small fixes

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* adding Hernan reference and data loads

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* updated propensity score DAG discussion

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* change approach to final plots

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* added small section on CATE

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* added Double ML reference

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* tidying and random forest CATE

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* addressing some of Alex's comments

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* alex's comments and new mediation section

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* slight changes addressing some of Alex' comments

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* fixing divergences and addressing some of Alex's feedback

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* addressing some of Ben's comments

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* tidying

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* tighter intro

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* tidying CATE section

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* tidying intro

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* fix footnote

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* trying again with footnote fix

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* better balance plots

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* tightening introduction

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* updating plotting

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* updating plots

updating strata plot

* tightening writing

* updating headings

* fixed dr bug

* added note about balance plot and paradox of overfit propensity scores

* addressing latest comments improved structure

* fix typos and add raw propensity scores example

* clearer intro

* updating myst

Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>

* some tidying

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* better balance discussion

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* address Alex's comments and change BART likelihood in Double ML example

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* fixing pre-commit issue

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---------

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