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hal9001 vs Stata

hal9001

6.2#73 in statistical analysis software
LinuxmacOSWindows
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Stata

7.8#2 in statistical analysis softwareFrom $175 a year
LinuxmacOSWindows
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What both publish

Facthal9001Stata
Data import formatsR matrix, numeric vector, or formula interfaceExcel XLS/XLSX, CSV and delimited text, SAS, SPSS, Parquet, dBase, SQL databases via JDBC/ODBC, FRED, and Haver
Deploymentdesktopdesktop
DocumentationCRAN 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 planYesNo
IntegrationsCRAN 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 modelsYesYes
Scripting supportYesYes
What it doeshal9001 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.

hal9001 plans

No prices published.

Stata plans

  • 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

Pick hal9001 if…

You want what its maker publishes above — check its page for the details.

Pick Stata if…

Stata suits researchers and analysts who need statistical methods, data management, visualization, and reporting in a desktop application. Its listed Prof+ pricing is specifically for eligible university faculty and staff.

Charts they share