15.1 / November 6, 2017; 12 months ago ( 2017-11-06) Written in, Website Stata is a general-purpose software package created in 1985 by StataCorp. Most of its users work in, especially in the fields of,. Stata's capabilities include data management, statistical analysis, graphics, simulations, regression, and custom programming. It also has a system to disseminate user-written programs that lets it grow continuously. The name Stata is a of the words statistics and data. The for the official forum of Stata insists that the correct English pronunciation of Stata 'must remain a mystery'; any of 'Stay-ta', 'Sta-ta' or 'Stah-ta' are considered acceptable.

There are four major builds of each version of Stata:. Stata/MP for multiprocessor computers (including dual-core and multicore processors). Stata/SE for large databases.

Stata/IC, which is the standard version. Numerics by Stata, supports any of the data sizes listed above in an embedded environment Small Stata, which was the smaller, student version for educational purchase only, is no longer available.

Contents. User interface Stata has always emphasized a command-line interface, which facilitates replicable analyses. Starting with version 8.0, however, Stata has included a based on which uses and to give access to nearly all built-in commands.

This generates code which is always displayed, easing the transition to the and more flexible. The dataset can be viewed or edited in spreadsheet format. From version 11 on, other commands can be executed while the data browser or editor is opened.

Data structure and storage Stata can only open a single at any one time. Stata holds the entire dataset in ( or ) memory, which limits its use with extremely large datasets. This is mitigated to some extent by efficient internal storage, as there are integer storage types which occupy only one or two bytes rather than four, and single-precision (4 bytes) rather than double-precision (8 bytes) is the default for numbers. The dataset is always rectangular in format, that is, all variables hold the same number of observations (in more mathematical terms, all vectors have the same length, although some entries may be ). Data format compatibility Stata can import data in a variety of formats.

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This includes data formats (such as or formats) and spreadsheet formats (including various formats). Stata's proprietary has changed over time, although not every Stata release includes a new dataset format. Every version of Stata can read all older dataset formats, and can write both the current and most recent previous dataset format, using the saveold command. Thus, the current Stata release can always open datasets that were created with older versions, but older versions cannot read newer format datasets. Stata can read and write SAS XPORT format datasets natively, using the fdause and fdasave commands. Some other applications, including, can directly import Stata file formats. Extensibility Stata allows user-written commands, distributed as so-called ado-files, to be straightforwardly downloaded from the internet which are then indistinguishable to the user from the built-in commands.

In this respect, Stata combines the extensibility more often associated with open-source packages with features usually associated with commercial packages such as, and professional documentation. Some user-written commands have later been adopted by StataCorp to become part of a subsequent official release after appropriate checking, certification, and documentation. User community Stata had an active email list from August 1994 ('Statalist', over 1000 messages per month) which was turned into a web forum in March 2014 and is still called 'Statalist'.

StataCorp employees regularly contribute to Statalist. It is maintained by Marcello Pagano of the Harvard School of Public Health, and not by StataCorp itself. Articles about the use of Stata and new user-written commands are published in the quarterly Stata Journal.

The is a quarterly publication containing articles about statistics, data analysis, teaching methods, and effective use of Stata's language. User Group meetings are held annually in the United States (the Stata Conference), the UK, Germany, and Italy, and less frequently in several other countries. Only the annual Stata Conference held in the United States is hosted by StataCorp LP. Local Stata distributors host User Group meetings in their own countries, however, Stata developers frequently travel to and present at these meetings. Established under the Societies Act on 10 May 2008, Singapore Stata Users Group is the world's first government-approved users group (Registration No: 2048/2008; Unique Entity No: T08SS0091A).

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Its slogan is 'Shaping Data Meaningfully'. As a non-profit organisation, StataUGS does not organise regular meetings but provides programming and statistical advice to users in Singapore through informal means.

The active members of StataUGS are mostly engaged in biomedical research. Example Stata code To perform of y on x.

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