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Causal non param (#622)
* Adding propensity score weighting Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * updating propensity score model 2 data sets Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * added more detail re uncertainty Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * added heterogenous effects plot Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * adding myst Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * adding robust propensity scores Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * added some intro text Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * adding more write up Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * adding more write up. Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * adding write up on double robust estimators Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * angrist and pischke quote and dr math Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * removing quantile prediction adding Double ML Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * adding references Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * fixing bibfile Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * added fwl discussion Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * hiding input functions Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * hiding cells and run checks Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * full run with conclusion Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * adding conclusion and mediation section Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * addressing some of Juan's comments Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * small fixes Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * adding Hernan reference and data loads Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * updated propensity score DAG discussion Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * change approach to final plots Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * added small section on CATE Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * added Double ML reference Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * tidying and random forest CATE Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * addressing some of Alex's comments Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * alex's comments and new mediation section Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * slight changes addressing some of Alex' comments Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * fixing divergences and addressing some of Alex's feedback Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * addressing some of Ben's comments Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * tidying Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * tighter intro Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * tidying CATE section Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * tidying intro Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * fix footnote Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * trying again with footnote fix Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * better balance plots Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * tightening introduction Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * updating plotting Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * 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 Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * better balance discussion Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * address Alex's comments and change BART likelihood in Double ML example Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * fixing pre-commit issue Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> --------- Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
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