Stata’s proprietary file formats are platform independent, so users of different operating systems can easily share datasets and programs. Stata can import data in a variety of formats, including csv and spreadsheet (including Excel) formats.
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Stata allows you to write your own code or use menus to perform your analysis. Among its many capabilities, Stata includes built in commands to manage and clean data, engage in basic statistical analysis, perform advanced econometric procedures including panel and time series regression models, and create visually stunning graphs and tables. More and more economists are now using Stata for virtually all of their data analysis needs.
By the end of their two course sequence in Econometrics, students will be asked to replicate the results in the seminal minimum wage article, “Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania.” And by the time students are completing the program, they will be using Stata to analyze their own datasets to study a question of their choosing in their final capstone project. By week two of Econometrics I, students will already be running their own regressions using data from the Department of Education’s High School and Beyond survey to test whether proximity to college significantly lowers the cost of higher education, thus allowing students to complete more years of education. Beginning in ECON-623 Econometrics I, faculty provide hands on training, walking students through the most effective way to analyze data using this rich and flexible statistical analysis package.
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Employers listing knowledge of Stata as one of the qualifications they look for among their candidates include Facebook, Mathematica, Amazon, and ICF.īecause of its growing popularity, the Department of Economics at American University has chosen Stata as the primary statistical software used in most of our core and elective courses in the online MA in Economics program. Employers in a wide variety of fields value knowledge of this important software tool in July of 2015, nearly 1,400 job openings posted in mentioned knowledge of Stata as an important asset for candidates. Over the past five years, citations to Stata programs in scholarly articles indexed in Google Scholar have increased 55 percent to 23,000 citations in 2014. Stata is one of the leading and fastest growing econometric software packages on the market today.
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