{"repo":"ZhenHaoFu810/StataFlow","free":true,"listed":false,"github":"https://github.com/ZhenHaoFu810/StataFlow","clone":"git clone https://github.com/ZhenHaoFu810/StataFlow.git","description":"Stata-aligned econometrics for Python, with field-level validation across the documented support surface.","language":"Python","stars":63,"topics":["causal-inference","difference-in-differences","econometrics","fixed-effects","instrumental-variables","panel-data","python","regression","regression-discontinuity","stata"],"license":"MIT","category":"trading","readme_excerpt":"StataFlow Stata-aligned econometrics for Python, with field-level validation across the documented support surface. 简体中文 Installation · Quick Start · Validation · Documentation · Contributing --- --- Why StataFlow StataFlow is for researchers who want Python workflows without giving up the empirical conventions they rely on in Stata. The project is not a generic statistics library: public capabilities have Stata validation across the documented support surface, backed by synthetic cases, public real-data cases, and field-level comparisons. The latest release is 1.3.0 , covering 14 Stata-style commands. Features - 14 estimation commands in Python : regress , xtreg fe , areg , reghdfe , ivregress 2sls , ivreghdfe , logit , probit , poisson , ppmlhdfe , did imputation , eventstudyinteract , csdid , and rdrobust . The exported rdplot companion is a helper and is not counted as an estimation command. - Two API layers : a Stata-compatible command layer ( stataflow.compat.stata ) and a Python-native estimator layer ( stataflow.estimators ). - Command-aware Stata-style output : result.display() prints a complete, adaptive result table with the statistics and diagnostics relevant to each command; notebooks receive the same content as escaped HTML. - High-dimensional fixed effects : MAP absorption for large FE designs, multi-FE workflows, singleton handling, individual slopes, and cluster-aware VCE paths. - Instrumental variables : 2SLS, GMM2S, LIML, Fuller/k-class, first-stage diagnos","default_branch":null,"files":null,"tree":[],"storefront":"/r/ZhenHaoFu810","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ZhenHaoFu810/StataFlow/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}