Stata has significantly strengthened its causal inference toolkit, a critical area for observational studies.
Stata 18 enhances its Bayesian framework with new capabilities for quantile regression, asymmetric Laplace models, and new priors for Bayesian analysis. 2. Streamlined Workflow: dtable and collect
Combines outcome modeling and treatment assignment using Lasso to provide highly accurate treatment effects. Stata 18
Provides faster execution routines for normal linear models using Laplace priors via localized sub-options ( gibbs ).
Stata's reputation for precision and robust documentation remains unparalleled. The software continues to refine its , offering
The software continues to refine its , offering high-quality graphical outputs that are easily customizable for journals.
Stata 18 is an essential upgrade for professionals requiring advanced statistical techniques, high-dimensional data handling, and streamlined publication-ready output. Whether conducting academic research or commercial analysis, the new features in Stata 18 offer increased productivity and improved accuracy. If you're looking to upgrade, let me know: Are you using ? [U] User's Guide - Stata
* Best linear regression with robust SE reghdfe y x1 x2, absorb(fe1 fe2) vce(cluster id)
StataNow features are version-controlled differently than features in Stata 18.0, but this is no different than when a new release introduces features that require version control to maintain backward compatibility. For users who need the latest capabilities without waiting for major releases, StataNow provides the ideal solution.
The pystata Python package, shipped with Stata 18, defines functions and magic commands that allow you to interact with Stata from within Python. To use this functionality, you need Stata 17 or later and Python 2.7 or 3.4 or later. For full functionality, NumPy 1.9 or later and pandas 0.15 or later are recommended. The package is located in the pystata subdirectory of Stata’s utilities folder, and you must configure it so that Python can locate it.
This public link is valid for 7 days and shares a thread, including any personal information you added. This link or copies made by others cannot be deleted. If you share with third parties, their policies apply. Can’t copy the link right now. Try again later. [U] User's Guide - Stata