DEVPLAN.md

Dev Plan

Overview (The achieved item will remove after 2 version)

name	description	belong	version	state
merge	merge two dataframe to one	transforms	v0.1.4	- [ ]
DEconResultMthd	DeepEcon format ResultMthd into core.results	core.results	v0.1.2	- [ ]
DiD FrameWork	Difference-in-Difference FrameWork	estimators.dml	v0.1.3	- [ ]
ResultBase	The format of output	base	v0.1.2	- [ ]
DML FrameWork	Double Machine Learning FrameWork	estimators.dml	v0.1.3	- [ ]
BySort()	Support run sth with by(by_col: str) option	core.by	v0.1.3	- [ ]
args: weight	support run a regression with weight option	estimators.base	v0.1.4	- [x]
summarize	Summarize command	transforms	v0.1.2	- [x]
Other correlation	Other correlation coefficient	transforms.corr	v0.1.2	- [x]
correlation coefficient	PearsonCorr correlation coefficient	transforms	v0.1.1	- [x]
OLS	Ordinary Least Squares	estimators	v0.1.1	- [x]
StataResult	The output result format	base	v0.1.1	- [x]
winsor2	winsor function	transforms	v0.1.1	- [x]

v0.1.1 (Achieved@2025-08-18)

• Add OLS into estimators
• Add winsor2 function to transforms
• Add PearsonCorr correlation coefficient into transforms
• Add StataResult into base

v0.1.2

• Update ResultBase FrameWork
• Add Other correlation coefficient
• Add DeepEcon format ResultMthd into core.results
• Summarize command into transforms

v0.1.3

• Add DML FrameWork
• Add BySort option
• Add DiD FrameWork

v0.1.4

• Add weight option to OLS (Estimators.base)
• Add merge into transforms