Stata 18 Page

: Automatically computes means, standard deviations, frequencies, and percentages. Customization

Stata, a leading software for data analysis and statistical modeling, has released its latest version, Stata 18. This new version offers a wide range of exciting features and enhancements that make data analysis, visualization, and interpretation even more efficient and insightful. In this feature, we will explore the key highlights of Stata 18 and how it can benefit researchers, data analysts, and organizations. Stata 18

With python blocks in your Do-file, you can call pandas , scikit-learn , tensorflow , or any Python package directly. Stata datasets are automatically converted to pandas DataFrames and vice versa. In this feature, we will explore the key

Building on the success of reghdfe (community-contributed), Stata 18 officially incorporates hdreg for linear regression with multiple fixed effects. It efficiently absorbs categorical variables for factors with hundreds of thousands of levels (e.g., individual, firm, time, region) without inverting large matrices. alongside its customizable schemes

Beyond raw calculation, Stata 18 enhances how findings are communicated. The introduction of revamped allows for the creation of publication-ready summaries directly within the software. For many years, users relied on third-party commands to format tables; Stata 18’s native support for these features, alongside its customizable schemes , significantly reduces the "friction" between analysis and final reporting. Schemes intro - Stata