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PLPR Static Panel model#378

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SvenKlaassen merged 73 commits intomainfrom
j-static-panel
Jan 15, 2026
Merged

PLPR Static Panel model#378
SvenKlaassen merged 73 commits intomainfrom
j-static-panel

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@JulianDiefenbacher
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@JulianDiefenbacher JulianDiefenbacher commented Dec 1, 2025

Addition of partially linear panel regression model and static panel data.

Created draft PR to check for merging and review changes.

JulianDiefenbacher and others added 30 commits June 23, 2025 18:26
@JulianDiefenbacher
static panel model, data, and util
fe6375e
@JulianDiefenbacher
update plpr and dataset
2031923
@JulianDiefenbacher
add basic simulations
5f6a374
@JulianDiefenbacher
add plpr __str__, and checks
215a5e5
@JulianDiefenbacher
update example_sim
4189671
@JulianDiefenbacher
add model descriptions
2c7e238
@JulianDiefenbacher
fix typo
7708f9b
@JulianDiefenbacher
fix notation consistency
d5bf9e9
@JulianDiefenbacher
update description numbering
d8c3039
@JulianDiefenbacher
Merge branch 'main' into j-static-panel
375325f
@JulianDiefenbacher
update from ClusterData to base Data class
753f68a
@JulianDiefenbacher
add static_panel flag in PanelData
058da4e
@JulianDiefenbacher
add static_panel property
85da2eb
@SvenKlaassen
add static_panel property and update tests for panel data handling
08cfd8c
@JulianDiefenbacher
update plpr model, include data transformation
1ecab66
@JulianDiefenbacher
Merge branch 'main' into j-static-panel
353e148
@SvenKlaassen
refactor: simplify string representation and add additional info meth…
5dc1a44 
…od in DoubleMLPLPR class
@JulianDiefenbacher
correct score info string newline spacing
fdc4330
@JulianDiefenbacher
data transform update, add transform_col_names property
bccc81c
@JulianDiefenbacher
add transformed data arrays for nuisance estimation
eb68557
@JulianDiefenbacher
add _initialize_fd_model because of n_obs and smpls issue
c404f06
@JulianDiefenbacher
clearer TODO description
3ccfb34
@JulianDiefenbacher
move data transformation before init
ab9f83f
@JulianDiefenbacher
update logic for cre_normal approach in estimation and tuning
f27ebeb
@JulianDiefenbacher
add simulation replication
011f8cb
@JulianDiefenbacher
update PLPR model
3f8eef6
@JulianDiefenbacher
allow binary treatment for PLPR
677c5a6
@JulianDiefenbacher
update plpr dgp function
7c7bd43
@JulianDiefenbacher
update make_plpr use
ecce2b5
@JulianDiefenbacher
Merge branch 'main' into j-static-panel
122e97d
SvenKlaassen
SvenKlaassen requested changes Dec 8, 2025
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Comment thread doubleml/data/panel_data.py
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Comment thread doubleml/plm/tests/test_plpr_external_predictions.py
@SvenKlaassen
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SvenKlaassen commented Dec 10, 2025

I just updated the docstring of the dgp. I changed $l_0$ to $g_0$ because i think this matches with the actual use of ml_g and ml_l in the package (and also in the original definition of the paper).

@SvenKlaassen SvenKlaassen marked this pull request as ready for review January 15, 2026 09:29
@SvenKlaassen SvenKlaassen merged commit 331c929 into main Jan 15, 2026
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@SvenKlaassen SvenKlaassen SvenKlaassen approved these changes

@JanTeichertKluge JanTeichertKluge JanTeichertKluge approved these changes

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[Feature Request]: Static Panel Data

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@JulianDiefenbacher @SvenKlaassen @JanTeichertKluge