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075f3c3
FL data part 2
sakshamsoni97 May 14, 2021
d46cd9c
FL data part 2
sakshamsoni97 May 14, 2021
9061889
FL historical cases file
sakshamsoni97 May 15, 2021
fb1cb2f
Merge branch 'master' into pandemic_functions
sakshamsoni97 May 15, 2021
22712b6
bug fixes
sakshamsoni97 May 16, 2021
0966261
Spain data
sakshamsoni97 Jul 5, 2021
9ef1626
us data + update in policy simulation
sakshamsoni97 Sep 14, 2021
b28cfe9
correcting spain mental health params
sakshamsoni97 Nov 26, 2021
8a621c8
Merge branch 'master' into pandemic_functions
sakshamsoni97 Nov 26, 2021
276f32f
brazil and spain health params corrections
sakshamsoni97 Nov 26, 2021
9888438
Brazil covid cases data
sakshamsoni97 Nov 26, 2021
bd416cf
visualization utils & some parameters
sakshamsoni97 Nov 27, 2021
507fb11
edits BR & SG params, viz utils, addn cost dims
sakshamsoni97 Dec 8, 2021
12f0efd
mental health cost update
sakshamsoni97 Jan 1, 2022
4ba8b0f
BR and SG params update
sakshamsoni97 Jan 3, 2022
5ecb875
added function docstrings
sakshamsoni97 Apr 10, 2022
7701e3e
remove testing notebook
sakshamsoni97 Apr 10, 2022
4cb0d88
added function for calculating GDP and emp impact
sakshamsoni97 Apr 13, 2022
ee39321
updaed notebook showing calculations of params
sakshamsoni97 Apr 13, 2022
2571c5b
added latest results files
sakshamsoni97 Apr 13, 2022
8a3b1f0
renamed example.py and added argparse
sakshamsoni97 Apr 13, 2022
704d65e
combined corrected delphi parameters file
sakshamsoni97 Apr 14, 2022
9ca492d
updated README
sakshamsoni97 Apr 14, 2022
2b56c6f
Update README.md
sakshamsoni97 Apr 14, 2022
ab0253c
Update README.md
sakshamsoni97 Apr 14, 2022
1f45491
Update README.md
sakshamsoni97 Apr 14, 2022
4bea393
add Delphi utils, refactor delphi code
sakshamsoni97 Aug 12, 2023
5aa3d06
update gitignore
sakshamsoni97 Aug 12, 2023
1d75696
delphi model fitting functions
sakshamsoni97 Aug 12, 2023
4cb5a0e
code for training and evaluating delphi
sakshamsoni97 Aug 15, 2023
91698fd
gdp cost data and delphi evaluation
sakshamsoni97 Aug 16, 2023
156c397
revision update part 1
sakshamsoni97 Sep 1, 2023
18df797
update economic impact params
sakshamsoni97 Sep 9, 2023
d474d4c
add conf intervats
sakshamsoni97 Oct 2, 2023
a106521
script for running delphi predictions
sakshamsoni97 Oct 2, 2023
48b0239
new files
sakshamsoni97 Oct 2, 2023
7bef21a
initial functions to add confidence intervals
sakshamsoni97 Dec 3, 2023
30dfcf5
added gamma sampling and multiprocessing
sakshamsoni97 Dec 12, 2023
ce8cea8
change gamma calculation
sakshamsoni97 Dec 22, 2023
f800fd0
Merge branch 'pandemic_functions' of https://github.com/COVIDAnalytic…
MichaelLLi Jul 1, 2024
17faa02
Update
MichaelLLi Aug 12, 2024
742dc57
Merge branch 'pandemic_functions' of https://github.com/COVIDAnalytic…
MichaelLLi Aug 12, 2024
6ba2fb2
delphi parameter tuning evaluation
sakshamsoni97 Sep 7, 2025
b35ed27
early policy fitting test
sakshamsoni97 Sep 13, 2025
9205529
add some comments
sakshamsoni97 Oct 3, 2025
68ba61c
gamma fitting evaluation WIP
sakshamsoni97 Nov 4, 2025
06e989d
Update
MichaelLLi Feb 26, 2026
8155bc6
Merge branch 'pandemic_functions' of https://github.com/COVIDAnalytic…
MichaelLLi Feb 26, 2026
be190e3
Massive Update
MichaelLLi Apr 23, 2026
3b2a8a3
Pre-Rank1 Code Change
MichaelLLi Apr 23, 2026
47ce50d
Post Rank1 Code Change
MichaelLLi Apr 23, 2026
06944b7
First draft of response
MichaelLLi Apr 23, 2026
3198dc9
First Draft of Main Paper
MichaelLLi Apr 23, 2026
9fb63e1
Updated Paper
MichaelLLi Apr 24, 2026
3ede8f7
Updating Main Text
MichaelLLi May 3, 2026
71340a2
Include PDFs
MichaelLLi May 3, 2026
b9fa727
Merge branch 'pandemic_functions' of https://github.com/COVIDAnalytic…
MichaelLLi May 3, 2026
18d49a3
Version 2 of Everything
MichaelLLi May 4, 2026
6601808
Update
MichaelLLi May 4, 2026
61ee2d0
minor formatting edits for the paper
sakshamsoni97 May 9, 2026
b185250
Merge pull request #10 from COVIDAnalytics/manuscript_edits_20260505
sakshamsoni97 May 9, 2026
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18 changes: 14 additions & 4 deletions .gitignore
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Expand Up @@ -8,16 +8,26 @@ __pycache__/
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!simulation_results/**/*.pdf
117 changes: 117 additions & 0 deletions Authors_response.aux

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24 changes: 24 additions & 0 deletions Authors_response.bbl
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\bibitem[{Athey et~al.(2021)Athey, Bayati, Doudchenko, Imbens, \protect\BIBand{} Khosravi}]{athey2021matrix}
Athey S, Bayati M, Doudchenko N, Imbens G, Khosravi K (2021) Matrix completion methods for causal panel data models. \emph{Journal of the American Statistical Association} 116(536):1716--1730, \urlprefix\url{http://dx.doi.org/10.1080/01621459.2021.1891924}.

\bibitem[{Bai(2009)}]{bai2009panel}
Bai J (2009) Panel data models with interactive fixed effects. \emph{Econometrica} 77(4):1229--1279, \urlprefix\url{http://dx.doi.org/10.3982/ECTA6135}.

\bibitem[{Cinelli \protect\BIBand{} Hazlett(2020)}]{cinelli2020making}
Cinelli C, Hazlett C (2020) Making sense of sensitivity: Extending omitted variable bias. \emph{Journal of the Royal Statistical Society: Series B (Statistical Methodology)} 82(1):39--67, \urlprefix\url{http://dx.doi.org/10.1111/rssb.12348}.

\bibitem[{Hale et~al.(2021)Hale, Angrist, Goldszmidt, Kira, Petherick, Phillips, Webster, Cameron-Blake, Hallas, Majumdar, \protect\BIBand{} Tatlow}]{hale2021global}
Hale T, Angrist N, Goldszmidt R, Kira B, Petherick A, Phillips T, Webster S, Cameron-Blake E, Hallas L, Majumdar S, Tatlow H (2021) A global panel database of pandemic policies ({Oxford COVID-19 Government Response Tracker}). \emph{Nature Human Behaviour} 5(4):529--538, \urlprefix\url{http://dx.doi.org/10.1038/s41562-021-01079-8}.

\bibitem[{Moon \protect\BIBand{} Weidner(2015)}]{moon2015linear}
Moon HR, Weidner M (2015) Linear regression for panel with unknown number of factors as interactive fixed effects. \emph{Econometrica} 83(4):1543--1579, \urlprefix\url{http://dx.doi.org/10.3982/ECTA9382}.

\bibitem[{Wieler et~al.(2020)Wieler, Rexroth, \protect\BIBand{} Gottschalk}]{wieler2020covid}
Wieler LH, Rexroth U, Gottschalk R (2020) Emerging covid-19 success story: Germany’s strong enabling environment. \emph{Euro Surveillance} 25(18):2000946.

\end{thebibliography}
46 changes: 46 additions & 0 deletions Authors_response.blg
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