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Engineering & Science

StataCorp Stata

The statistical environment used across economics, epidemiology and the social sciences, with the complete estimation command set and a reproducible do file workflow.

Version17.0
Size1.14 GB
Downloads105,945
Rating★★★★★ 4.7
Votes2,071
Shelf updated1 week ago

About this release

Stata is a complete statistical package built around one dataset in memory and a command language that reads almost like English. You type a command, it runs against the data, and the result prints to the results window. That model sounds primitive next to a notebook interface until you have to reproduce an analysis somebody ran years ago, at which point a do file of plain commands is the most durable artefact in the building.

The estimation coverage is the reason it stays installed in economics and public health departments. Linear and generalised linear models, panel data with fixed and random effects, instrumental variables, survival analysis, multilevel mixed models, structural equation modelling, time series with the full ARIMA and VAR family, survey weighted estimation, treatment effects, causal inference and multiple imputation are all first party commands with consistent syntax and consistent output tables. Every estimation command stores its results in the same place, so post estimation testing works the same way regardless of what you just fitted.

Data management is handled by the same command set rather than a separate tool. Merging, reshaping between wide and long, collapsing, by group processing, string and date handling, labelling of variables and values, and a strict variable type system that will refuse to quietly turn a categorical code into a float. The labelling in particular is what makes a Stata dataset self documenting years later, since the labels travel inside the file.

Graphics are programmable in the same way. Scatter, line, bar, box, histogram, kernel density, coefficient plots and margins plots all take the same option grammar, and any graph can be saved as a scheme and reapplied across a whole paper so every figure matches. The build also carries the full PDF and Word document generation commands, so tables and figures can be pushed straight into a manuscript without a manual copy pass.

What you get

  • Complete estimation suite covering regression, panel data, survival, multilevel, SEM and time series
  • Consistent post estimation testing, margins and prediction across every estimation command
  • Do file and ado file scripting for fully reproducible analysis pipelines
  • Data management with merge, reshape, collapse, by group processing and strict variable typing
  • Variable and value labelling stored inside the dataset so files stay self documenting
  • Survey design support with weights, strata, clusters and finite population correction
  • Multiple imputation with a unified interface across estimation commands
  • Programmable graphics with reusable schemes for consistent figures across a paper
  • Matrix language for custom estimators and simulation work
  • Document generation that pushes tables and figures directly into PDF and Word output

Changes in this build

  • Faster handling of very wide datasets, with a visible gain past ten thousand variables
  • Table command reworked with a more flexible layout grammar
  • Bayesian estimation extended to more model families
  • Difference in differences and treatment effect commands consolidated under one syntax
  • Graph export produces cleaner vector output for print submission

Installation

Read the whole list before you start. Most of the reports that come into the desk about this title turn out to be a step taken out of order.

  1. Extract the archive to a local folder with three gigabytes free.
  2. Disconnect from the network before running the installer.
  3. Run the setup executable as administrator and accept the default install path.
  4. Choose the edition you want when prompted. The multiprocessor edition is the one worth installing on anything modern.
  5. Close the installer rather than launching from it.
  6. Start the application from the Start menu and set your working directory on first run.

System requirements

ProcessorAny 64 bit multicore processor
Memory4 GB minimum, 16 GB or more for large panel datasets
Storage3 GB free during install, 2 GB after
Display1280 by 800 or higher
OtherDatasets are held entirely in memory, so plan RAM around your largest file

Notes from the desk

Set the memory allocation on first launch if you work with large panels. The default is conservative and will refuse to load a file that would otherwise fit.

Community written ado packages install into your personal folder and survive upgrades, so keep that folder backed up.

Full details

TitleStataCorp Stata
DeveloperStataCorp
Version17.0
CategoryEngineering & Science
Release typeMP (full)
Operating systemWindows 11, Windows 10 (64 bit)
Architecturex64
Interface languageEnglish
Archive size1.14 GB
File namestatacorp_stata_17.0_mp_x64.rar
Shelf updated1 week ago
Total downloads105,945

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