hal9001 vs Stata
hal9001
tlverse.orgStata
stata.comSide by side
| Figure | hal9001 | Stata |
|---|---|---|
| Price from | — | $13.33/mo |
| Free plan | — | — |
| Free trial | — | Yes |
| Open source | — | — |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| Plans published | 0 | 26 |
| Spec score · Statistical Analysis Software | 7.4 (#74) | 9.1 (#2) |
| Data import formats | R matrix, numeric vector, or formula interface | Excel XLS/XLSX, CSV and delimited text, SAS, SPSS, Parquet, dBase, SQL databases via JDBC/ODBC, FRED, and Haver |
| Deployment | desktop | desktop |
| Documentation | CRAN lists a reference manual and a vignette on fitting the highly adaptive lasso with hal9001. | Every copy includes more than 19,000 pages of documentation, and Stata lists 36 manuals with thousands of worked examples. |
| Free plan | Yes | No |
| Integrations | CRAN lists glmnet among the package imports and SuperLearner among its suggested packages. | Stata supports Python, PyStata, Jupyter Notebook, Java, Java plugins, H2O, C/C++ plugins, JDBC, ODBC, SQL, and OLE Automation. |
| Regression models | Yes | Yes |
| Scripting support | Yes | Yes |
| What it does | hal9001 is an R package implementing scalable highly adaptive lasso regression, a nonparametric regression estimator. | Stata provides data science and inference tools for data manipulation, exploration, visualization, statistics, reporting, and reproducibility. |
Plans
Stata
- Stata/BE Prof+$175 a year
- Stata/SE Prof+$275 a year
- Stata/MP 2-core Prof+$395 a year
- Stata/MP 4-core Prof+$560 a year
- Stata/MP 6-core Prof+$675 a year
- Stata/MP 8-core Prof+$790 a year
- Stata/BE (Prof+ Plan)$175 a year
- Stata/SE (Prof+ Plan)$275 a year
- Stata/MP 2-core (Prof+ Plan)$395 a year
- Stata/MP 4-core (Prof+ Plan)$560 a year
In their own words
Stata
Stata is a locally installed desktop platform for data management, exploration, visualization, statistical analysis, reporting, and reproducible research. Its methods include regression, time-series, panel-data, survival, causal inference, Bayesian analysis, and machine learning. Data import options include Excel, CSV and delimited text, SAS, SPSS, Parquet, dBase, SQL databases via JDBC or ODBC, FRED, and Haver. Stata also supports Python, Jupyter Notebook, Java, and other integrations. Reports can be exported to Word, Excel, PDF, HTML, and Markdown, while graphs can be exported to EPS, PNG, PDF, SVG, or TIFF. It runs on Linux, macOS, and Windows; it is not SaaS. Prof+ annual license prices start at $175 a year and require eligibility as faculty or staff at an accredited, degree-granting university, with proof of affiliation. Instructors can request a free one-week license, and eligible instructors can request a free six-month Stata/BE license for undergraduate classes. The platform states it has no extra modules or hidden costs.