softverse · PyPI · Python

statsmodels

Loaded by the replication code of 176 papers

19.4% of the 909 deposits with Python code; 115 from Dataverse, 61 from Zenodo.

Share of Python deposits, by year

0%16%31%20202021202220232024202520262020: 9 of 39 deposits, 23.1%2021: 8 of 82 deposits, 9.8%2022: 9 of 69 deposits, 13.0%2023: 20 of 107 deposits, 18.7%2024: 35 of 152 deposits, 23.0%2025: 40 of 206 deposits, 19.4%2026: 47 of 176 deposits, 26.7%

Years with fewer than 30 deposits containing Python code are left out.

Journals

JournalDeposits
rfs28
Review of Economic Studies21
Economic Journal18
qje15
JPE15
Econometrica; Quantitative Economics; Theoretical Economics14
restat9
culturalanalytics8
pan5
JAERE5
JPE_Macroeconomics4
Journal of the European Economic Association4
Econometrics Journal4
raps3
perspectives3
rcfs3
JJPS2
BJPolS2
technology_science1
internationalinteractions1
economics1
world-politics1
jop1
ajps1
FPA1
lsq1
the_review1
cps1
xps1
PSRM1
ntj1

Functions called

FunctionDepositsCalls
OLS54252
ols51405
add_constant45139
summary_col1526
WLS1428
ARIMA710
hpfilter624
wls623
tsa.filters.hpfilter521
logit517
DescrStatsW515
families.Binomial515
ECDF57
adfuller56
glm49
IV2SLS45
OLS.from_formula323
VAR39
GLM38
Logit38
AutoReg35
variance_inflation_factor34
WLS.from_formula29
nonparametric.lowess25
GenericLikelihoodModel24
RegressionResults24
cov_cluster_2groups24
GMM23
OLSResults22
SimpleTable22
proportion_confint22
proportions_ztest22
Probit16
bkfilter15
detrend15
load_pickle14
stattools14
GenericLikelihoodModelResults13
KernelReg13
LikelihoodModelResults13
UnobservedComponents13
approx_fprime13
ArmaProcess12
families.links.identity12
genfromdta12
load12
tsa.arima_process.arma_acovf12
tsa.filters.bkfilter12
ConditionalLogit11
ConvergenceWarning11

A call is counted only where the code names the package, as in statsmodels::f() or through an import alias, so these undercount calls made after a plain library().

Versions researchers stated

VersionStated inDeposits
==0.13.5requirements_txt6
==0.14.4requirements_txt6
==0.14.6requirements_txt5
==0.13.2requirements_txt3
==0.14.0requirements_txt3
==0.14.2requirements_txt3
>=0.14requirements_txt2
==0.12.2requirements_txt1
==0.10.0requirements_txt1
==0.11.1requirements_txt1
==0.14.1requirements_txt1
==0.14.5requirements_txt1
==0.9.0requirements_txt1
~=0.11.1requirements_txt1
==0.14requirements_txt1
>=0.13requirements_txt1
>=0.14.5requirements_txt1
>=0.13.5requirements_txt1
==0.11.0requirements_txt1
>=0.14.0requirements_txt1

The 176 deposits

DepositJournalYear
doi:10.7910/DVN/0C6XEQPSRM2026
doi:10.7910/DVN/0WKIRTqje2026
doi:10.7910/DVN/7UDPFLculturalanalytics2026
doi:10.7910/DVN/7X30QRculturalanalytics2026
doi:10.7910/DVN/9W5DBMpan2026
doi:10.7910/DVN/A2SO4Irfs2026
doi:10.7910/DVN/BO8SQ8rfs2026
doi:10.7910/DVN/C5L1D4rcfs2026
doi:10.7910/DVN/DOO1CHrfs2026
doi:10.7910/DVN/DQIG06JPE_Macroeconomics2026
doi:10.7910/DVN/FPEQGKrfs2026
doi:10.7910/DVN/HMY2LEBJPolS2026
doi:10.7910/DVN/JU8JUIrfs2026
doi:10.7910/DVN/NHTDLGJAERE2026
doi:10.7910/DVN/OB3AWJrcfs2026
doi:10.7910/DVN/OHZFKDrfs2026
doi:10.7910/DVN/RQRM1GJPE2026
doi:10.7910/DVN/SNJDM4qje2026
doi:10.7910/DVN/VB72M9JJPS2026
doi:10.7910/DVN/VH6QHQrestat2026
doi:10.7910/DVN/XOWF9Cpan2026
doi:10.7910/DVN/XUXCSOntj2026
doi:10.7910/DVN/XW0AUTJAERE2026
doi:10.7910/DVN/YFO1TPJPE_Macroeconomics2026
doi:10.7910/DVN/ZJUK4Araps2026
zenodo:18163512Economic Journal2026
zenodo:18203246Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:18336693Journal of the European Economic Association2026
zenodo:18378461Review of Economic Studies2026
zenodo:18825108Review of Economic Studies2026
zenodo:19010088Review of Economic Studies2026
zenodo:19175276Review of Economic Studies2026
zenodo:19445012Review of Economic Studies2026
zenodo:19570972Economic Journal2026
zenodo:19648410Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:19671529Economic Journal2026
zenodo:20079600Economic Journal2026
zenodo:20752290Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:20965592Economic Journal2026
zenodo:21029056Econometrics Journal2026
zenodo:21030557Econometrics Journal2026
zenodo:21353468Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:21382840Econometrics Journal2026
zenodo:21712473Econometrics Journal2026
zenodo:22002983Econometrica; Quantitative Economics; Theoretical Economics2026
zenodo:22042613Journal of the European Economic Association2026
zenodo:22128372Economic Journal2026
doi:10.7910/DVN/2QAGRHJPE2025
doi:10.7910/DVN/3KZHG9rfs2025
doi:10.7910/DVN/3VOFQCJPE_Macroeconomics2025
doi:10.7910/DVN/8HACCKrcfs2025
doi:10.7910/DVN/AON5GRJAERE2025
doi:10.7910/DVN/AUMLXMxps2025
doi:10.7910/DVN/D2G7CCqje2025
doi:10.7910/DVN/DVFCT3perspectives2025
doi:10.7910/DVN/HH1YUNBJPolS2025
doi:10.7910/DVN/HY8MDLrfs2025
doi:10.7910/DVN/I6NAAZrfs2025
doi:10.7910/DVN/KUDWJJculturalanalytics2025
doi:10.7910/DVN/MBBSGVrfs2025
doi:10.7910/DVN/MXNQ7Fpan2025
doi:10.7910/DVN/N7534Zqje2025
doi:10.7910/DVN/NQIKURJAERE2025
doi:10.7910/DVN/OMBATQraps2025
doi:10.7910/DVN/P3IWKHrfs2025
doi:10.7910/DVN/QAC8U8rfs2025
doi:10.7910/DVN/SKCRV7rfs2025
doi:10.7910/DVN/SRUHG8JPE2025
doi:10.7910/DVN/UKMYBQqje2025
doi:10.7910/DVN/WDMNPIJPE2025
doi:10.7910/DVN/YITNSVpan2025
doi:10.7910/DVN/YWZJOPrfs2025
doi:10.7910/DVN/ZAKR8Crfs2025
zenodo:14549060Review of Economic Studies2025
zenodo:14794937Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:14927953Review of Economic Studies2025
zenodo:15044955Review of Economic Studies2025
zenodo:15344715Economic Journal2025
zenodo:16364650Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:16987699Review of Economic Studies2025
zenodo:16999405Journal of the European Economic Association2025
zenodo:17437372Economic Journal2025
zenodo:17834787Review of Economic Studies2025
zenodo:17915327Economic Journal2025
zenodo:17933241Economic Journal2025
zenodo:18019831Econometrica; Quantitative Economics; Theoretical Economics2025
zenodo:18118635Economic Journal2025
doi:10.7910/DVN/2FQ6KGrestat2024
doi:10.7910/DVN/38SN2YJPE2024
doi:10.7910/DVN/A3E9ATraps2024
doi:10.7910/DVN/ADJ93RJPE2024
doi:10.7910/DVN/F7M8UXrestat2024
doi:10.7910/DVN/FAJIQPqje2024
doi:10.7910/DVN/FKNRIKperspectives2024
doi:10.7910/DVN/GITE0MJPE2024
doi:10.7910/DVN/GSH8OMJPE2024
doi:10.7910/DVN/IVVKASrfs2024
doi:10.7910/DVN/IYN1YNthe_review2024
doi:10.7910/DVN/J1PYTZJJPS2024
doi:10.7910/DVN/KPAM5Brfs2024
doi:10.7910/DVN/N2OEAQJPE2024
doi:10.7910/DVN/OF8XAXqje2024
doi:10.7910/DVN/PXXSXPrfs2024
doi:10.7910/DVN/QZNVZ0perspectives2024
doi:10.7910/DVN/S9WCJBrfs2024
doi:10.7910/DVN/TTKT4Arfs2024
doi:10.7910/DVN/TTNHNGJPE2024
doi:10.7910/DVN/Y6NYRUcps2024
doi:10.7910/DVN/ZZF0D3JPE2024
zenodo:10318826Review of Economic Studies2024
zenodo:10601297Econometrica; Quantitative Economics; Theoretical Economics2024
zenodo:10884477Economic Journal2024
zenodo:11092578Econometrica; Quantitative Economics; Theoretical Economics2024
zenodo:11106460Econometrica; Quantitative Economics; Theoretical Economics2024
zenodo:11529484Review of Economic Studies2024
zenodo:12674972Econometrica; Quantitative Economics; Theoretical Economics2024
zenodo:12737020Economic Journal2024
zenodo:12784903Review of Economic Studies2024
zenodo:13771826Econometrica; Quantitative Economics; Theoretical Economics2024
zenodo:14048457Economic Journal2024
zenodo:14283611Econometrica; Quantitative Economics; Theoretical Economics2024
zenodo:14497182Journal of the European Economic Association2024
doi:10.7910/DVN/1DJZK5rfs2023
doi:10.7910/DVN/9XR53Qrfs2023
doi:10.7910/DVN/BVDLMHJPE2023
doi:10.7910/DVN/CAMWO9FPA2023
doi:10.7910/DVN/I8AZ8Orfs2023
doi:10.7910/DVN/IODRCArfs2023
doi:10.7910/DVN/LKURN4qje2023
doi:10.7910/DVN/QWMJMLlsq2023
doi:10.7910/DVN/RY1SJEqje2023
doi:10.7910/DVN/TPRHUQrfs2023
doi:10.7910/DVN/VIWCTKrfs2023
doi:10.7910/DVN/X4MSWWJPE2023
doi:10.7910/DVN/YGSUFWJPE2023
zenodo:10015766Review of Economic Studies2023
zenodo:10020030Review of Economic Studies2023
zenodo:10032298Economic Journal2023
zenodo:10408724Economic Journal2023
zenodo:7783429Review of Economic Studies2023
zenodo:7926854Review of Economic Studies2023
zenodo:8325645Economic Journal2023
doi:10.7910/DVN/FXXLYZqje2022
doi:10.7910/DVN/KPUOACrestat2022
doi:10.7910/DVN/N3KNUKrestat2022
doi:10.7910/DVN/PV7LVYJPE2022
doi:10.7910/DVN/UCIS0Trfs2022
doi:10.7910/DVN/VA00ZIajps2022
doi:10.7910/DVN/VQV9ABJPE_Macroeconomics2022
doi:10.7910/DVN/Y4HXIVrestat2022
zenodo:7476147Review of Economic Studies2022
doi:10.7910/DVN/GXLO3Pqje2021
doi:10.7910/DVN/IOLEBArfs2021
doi:10.7910/DVN/J89DNMculturalanalytics2021
doi:10.7910/DVN/JM3TPYqje2021
doi:10.7910/DVN/SOVPA4pan2021
doi:10.7910/DVN/V9ZLITJAERE2021
zenodo:5464854Review of Economic Studies2021
zenodo:5525846Economic Journal2021
doi:10.7910/DVN/B4D4H3culturalanalytics2020
doi:10.7910/DVN/GNUL8Eqje2020
doi:10.7910/DVN/KTWYZ6restat2020
doi:10.7910/DVN/PGHVYPculturalanalytics2020
doi:10.7910/DVN/RKPFLBrestat2020
doi:10.7910/DVN/W2OBJGqje2020
doi:10.7910/DVN/YD3FMGqje2020
zenodo:3925391Review of Economic Studies2020
zenodo:4088940Review of Economic Studies2020
doi:10.7910/DVN/FMX62Wjop2019
doi:10.7910/DVN/EBM4G6world-politics2018
doi:10.7910/DVN/VW13KSculturalanalytics2018
doi:10.7910/DVN/WSHXJRrestat2018
doi:10.7910/DVN/3J38FXculturalanalytics2017
doi:10.7910/DVN/6X4LRJeconomics2017
doi:10.7910/DVN/QVI6MSinternationalinteractions2016
doi:10.7910/DVN/GFTHANtechnology_science2015

Badge

replication code: 176 papers

[![replication code](https://img.shields.io/endpoint?url=https%3A%2F%2Frecite.github.io%2Fsoftverse%2Fbadges%2Fpypi%2Fstatsmodels.json)](https://recite.github.io/softverse/p/pypi/statsmodels/)

copy · without shields.io: [![replication code](https://recite.github.io/softverse/badges/pypi/statsmodels.svg)](https://recite.github.io/softverse/p/pypi/statsmodels/)