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Propensity score Joint Estimation Versus 2 stage Estimation #500

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2243004
add new data set
NathanielF Jul 6, 2025
b4ee4f1
adding latent prop_score notebook
NathanielF Jul 6, 2025
96098cb
using ps in outcome model
NathanielF Jul 7, 2025
a834d84
adding spline function on the propensity score
NathanielF Jul 8, 2025
71b3741
adding centred and non-centred options
NathanielF Jul 8, 2025
acd8112
tidying
NathanielF Jul 8, 2025
e094981
proving feedback issue and corrective
NathanielF Jul 9, 2025
ad4e6c3
update with write up
NathanielF Jul 9, 2025
0fd40cc
tidying spellings
NathanielF Jul 9, 2025
e9df0d5
improving the simulation study
NathanielF Jul 10, 2025
a18f83b
full run through
NathanielF Jul 10, 2025
8ab06ac
adding plots of prop score distributions
NathanielF Jul 11, 2025
d2035f8
adding some tests and a conclusion
NathanielF Jul 11, 2025
6aea139
adding video resource and notebook to how-to
NathanielF Jul 11, 2025
ec8173f
adding some more test coverage
NathanielF Jul 11, 2025
6f3aa02
fixing spelling error
NathanielF Jul 11, 2025
127698a
adjusting for some Juan's comments
NathanielF Jul 12, 2025
e88e4c0
fixing typos
NathanielF Jul 12, 2025
b48b82c
adding datasets
NathanielF Jul 12, 2025
0c806b8
remove beta_ps interaction
NathanielF Jul 12, 2025
98cca2f
fix observed keyword for student liklihood
NathanielF Jul 13, 2025
855b499
demonstrate the usefulness of spline component
NathanielF Jul 13, 2025
6160a3f
update colour scheme on graphs
NathanielF Jul 13, 2025
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101 changes: 101 additions & 0 deletions causalpy/data/PISA18sampleScale.csv
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Original file line number Diff line number Diff line change
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3 changes: 3 additions & 0 deletions causalpy/data/datasets.py
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,9 @@
"risk": {"filename": "AJR2001.csv"},
"nhefs": {"filename": "nhefs.csv"},
"schoolReturns": {"filename": "schoolingReturns.csv"},
"pisa18": {"filename": "PISA18sampleScale.csv"},
"nets": {"filename": "nets_df.csv"},
"lalonde": {"filename": "lalonde.csv"},
}


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