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Compute Binary Model Solutions and Plot #7

Merged
merged 61 commits into from
Oct 7, 2024
Merged

Compute Binary Model Solutions and Plot #7

merged 61 commits into from
Oct 7, 2024

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buddejul
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@buddejul buddejul commented Oct 7, 2024

Changes

Solve binary IV model for a range of cases

  • constant splines and bernstein polynomials
  • different shape restrictions
  • different implied b_late values

Plot these for paper.

buddejul added 30 commits June 22, 2024 12:06
@buddejul
Add functions for bootstrap simulation.
3389583
@buddejul
Fix bootstrap simulation and add tests for DGP.
fe230c7
@buddejul
Add bootstrap sim plots and adjust simulations.
0eeecc0
@buddejul
Add Manski Imbens simulations.
5d582e7
@buddejul
Add bootstrap to Imbens Manski simulation.
8a33307
@buddejul
Fix Imbens and Manski bootstrap simulations.
02732a4
@buddejul
Add different pscores to bootstrap simulation.
38b4c22
@buddejul
Fix bug in data generation and adjust tests.
c8ff4d1
@buddejul
Add simple model tex and start working on kink.
7d917cb
@buddejul
Fix latex doc.
d408f71
@buddejul
Update environment and change to Python 3.12.
4bb85cb
@buddejul
Add LATEs for different populations.
055cbef
@buddejul
Rename modules and files.
dbf52f3
@buddejul
Change simple model simulation to run for different complier ATEs.
eca8398
@buddejul
Rename Imbens Manski funcs file.
c37d56b
@buddejul
Allow for constraints on MTR functions.
a453883
@buddejul
Remove Imbens and Manski tasks and set back sim size.
3bbdeea
@buddejul
Allow for different bootstrap methods for CIs
0eb27af
@buddejul
Add numerical derivate bootstrap Hong and Li (2018).
5c26a05
@buddejul
Add preliminary plots by bootstrap and late_complier.
caba051
@buddejul
Update plots for simple model sims.
9ced9f8
@buddejul
Correct eps in numerical delta to 1/log(n).
d15c4d5
@buddejul
Add files for debugging bootstrap CIs.
8ad0644
@buddejul
Make sure DGP is consistent with assumptions on MTRs.
1400a74
@buddejul
Allow for different step sizes eps in the sims.
242f35e
@buddejul
Add preliminary plot for coverage by eps.
2c4096a
@buddejul
Redraw bootstrap sample when propensity scores are the same.
0e4cf4b
@buddejul
Adjust by eps plots.
c8883a5
@buddejul
Adjust plots.
bbaa959
@buddejul
Add first figures to latex.
b4d7bf0
@buddejul
Add to paper.
0297131
@buddejul
Add plot for population solution.
b7e8bc7
@buddejul
Fix construction of analytic bootstrap CI.
4f6c97f
@buddejul
Fix critical values in analytical CI.
de87d8e
@buddejul
Correct sigma in analytica delta pre-test.
733a19c
@buddejul
Correct derivative estimator.
e9a44be
@buddejul
Add BIC and LIL kappa functions to simulations.
d0b800b
@buddejul
Add presentation.
6505407
@buddejul
Correct analytical delta confidence interval.
90d9354
@buddejul
Add ivmte R code and test for bootstrap far away from kink.
1d388c2
@buddejul
Fix analytical delta bootstrap by adding w uncertainty.
e6a1440
@buddejul
Change paths and adjusts arguments of simulation.
f686bdf
@buddejul
Separate CI means plots.
fcbcfff
@buddejul
Move draw_data to utilities and make public.
e928c07
@buddejul
Correct never-taker, always-taker in local_ates.
7a41181
@buddejul
Add more tests for data generation.
77aefda
@buddejul
Correct computation of true ID set.
b823455
@buddejul
Corect slopes for analytical derivative and add product rule term.
7536e2e
@buddejul
Adjust sims.
c915b9a
@buddejul
Add tests for simple model using pyvmte, skip for now.
96df7a0
@buddejul
Solve and plot simple model with sharp identified set.
bb4af15
@buddejul
Correct simple model solutions sharp case.
379c952
@buddejul
Add tests for sharp idset with decreasing mtrs.
d9d19f4
@buddejul
Merge branch 'main' into solutions
91c4b63
@buddejul
Set pyvmte to main branch.
00bb853
@buddejul
Adjust solution task for simple model to more cases.
cd75ed6
@buddejul
Plot solutions for simple model in different cases.
fff807a
@buddejul
Remove try except clause for identification call in test.
fbebd83
@buddejul buddejul merged commit 85911cb into main Oct 7, 2024
1 check failed
@buddejul buddejul deleted the solutions branch October 7, 2024 11:45
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@buddejul