{"library":"linearmodels","type":"library","category":null,"description":"linearmodels is a Python library that extends `statsmodels` with advanced econometric models, including Panel data models (Fixed Effects, Random Effects), Instrumental Variable (IV) estimators (2SLS, GMM), Factor Asset Pricing models, and System Regression models (SUR, 3SLS). It is currently at version 7.0 and sees active development with several major/minor releases per year.","language":"python","status":"active","version":"7.0","tags":["linear models","regression","instrumental variables","IV","panel","fixed effects","clustered","heteroskedasticity","endogeneity","instruments","statistics","statistical inference","econometrics"],"last_verified":"Sun May 24","install":[{"cmd":"pip install linearmodels","imports":["from linearmodels import PanelOLS","from linearmodels.iv import IV2SLS","from linearmodels.system import SUR","from linearmodels.panel import PooledOLS","from linearmodels.panel import RandomEffects"]}],"homepage":null,"github":"https://github.com/bashtage/linearmodels","docs":"https://bashtage.github.io/linearmodels/","changelog":"https://bashtage.github.io/linearmodels/changes.html","pypi":"https://pypi.org/project/linearmodels/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":90,"avg_install_s":15.3,"avg_import_s":4.11,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/linearmodels/compatibility"}}