기업의 더 효율적인 소프트웨어
선택을 위한 18년 지원 경험

Stata
Stata은(는) 무엇인가요?
경제학, 사회학, 교육학, 전염병학, 기관 연구, 정치학을 포함한 여러 분야의 전문 연구원이 데이터를 탐색, 시각화 및 조작할 수 있도록 설계된 통계 분석 솔루션입니다. Stata를 사용하면 관리자가 게시를 위해 사용자 지정 그래프를 만들고 내보낼 수 있습니다. 또한 이 시스템은 팀이 중앙 집중식 대시보드를 사용하여 패널 데이터를 처리하고, 최적화된 코드를 생성하고, 매트릭스를 조작하는 등의 작업을 수행할 수 있는 고급 프로그래밍 언어를 제공할 수 있습니다.
Stata은(는) 누가 사용하나요?
Stata는 180개 이상의 국가에 배포되어 있으며 다양한 연구 분야에서 수십만 명의 전문 연구원이 사용하고 있습니다. 자세한 내용은 www.stata.com/disciplines에서 확인할 수 있습니다.
Stata에 대해 확실하지 않으세요?
인기 있는 대안 제품과 비교

Stata
Stata 리뷰

Stata its a great tool
장점:
affordable price, easy to use and learn commands, pleasant graphical interface, frequently updated and a lot of community support
단점:
You cannot read the databases directly, you must use an interface program such as Stattransfer
Great for Academic Research and Mid level professional data work
주석: Before Stata, we were using Excel for almost all of our data work.....mostly because it was free. Switching to Stata however cut down our manual processes drastically; reducing task times by up to 80%. The main issue we ever had was with the product licencing and product access for our team. The response time in resolving the issues weren't as prompt as we would have hoped.
장점:
The range of functionality in the software, the free training and help resources available online, the ease of creating reports from your work, etc.
단점:
1. The software interface was a bit intimidating for me as a beginner coming from Excel 2. the computer requirements for running the software were rather high, and the devices we had at the time couldn't quite run them smoothly so we had to replace most of them.
Does what is needed
장점:
Has a lot of different types of statistical tests and tools to use for simple and more complex analysis. Once understood, the layout is easy to read
단점:
So many different codes that have to be learnt
God bless Stata
장점:
Stata is such a flexible stats tool. If the native features don’t work for you, someone has probably created something that will. All you have to do is use the “findit”command.
단점:
There is a learning curve, and I wonder if I could have learned it on my own as I learned it in grad school.

Excellent for econometric analysis.
주석: There are some things that Stata does extremely well - the statistics and econometrics in particular. And it does these things reliably and fast, with a good support network. If you're willing to pay for it, performance is even better - using up to 64 cores. But for more general purpose statistical work, R is not only free, but better (even though it is more buggy).
장점:
This is statistical programming software that is excellent for canned econometric procedures. Reliable and fast, with a huge library of procedures built in, and an even bigger user-contributed library. Online support through the statalist forum is also amazing. It also has a matrix programming language (Mata). The graphics capabilities are also easy to use and very high quality. Has a lot of related features like heatmaps, producing production-quality regression tables, etc.
단점:
This software is expensive. You're paying for something that is reliable, tried and true, with a great support network. But there are other free options, such as R. Furthermore, while this is excellent for canned statistical and econometric procedures, the programming language itself is not anywhere near as developed as something like R. For example, work with text etc is out of the picture. It is quite un-intuitive for someone coming with a programming background, and has weird quirks - such as only being able to keep on dataset in memory at a time. These issues mean that achieving what could be achieved in 3 lines of code in another language, might take 100s in Stata.

Review for Stata
주석: Stata is a very good statistical software for people who are not familiar with coding, but are required to work with financial time series. It has all types of regressions is very comfortable to use. Also the last Stata update (Stata 16) supports Python, so you can write a Python code in Stata. This is a very comfortable for me as i am using both scrapping and financial time series analysis
장점:
First, Stata is super easy to use. (If you are not a programmer and coding is not your strongest skill, then Stata is a perfect match for you. You do not need to write a code in Stata in order to get the results. You can just use your mouse, find the right buttons, click them and get the results. Second, you can run basically all types of regressions in Stata. Third Stata is user friendly. It took you a while to get comfortable with it, but after 1-2 weeks of usage, you really start to love this statistical software
단점:
First of all it is price. Stata is very expensive and there are some softwares that let you to do almost the same things with the lower price or even free. Furthermore the graphics of Stata are not very beautiful, so I would never recommend you to use that graphs for your presentation

Stata for learning Econometrics
주석: I would say that having worked with stata using different datasets have improved my econometrics understanding. It is a great choice for research.
장점:
Stata is a statistical analysis software which is fairly easy to use. I believe It is the 2nd best software (after R) for learning econometrics. It has both coding and drop down interfaces. Easy to learn and there are ample of notes on internet which can be used in the learning process. Fast and powerful enough to run econometric models (even runs tobit model, which R can not do. R returns infinite SE many times). Since it is a paid software, the results it provides are reliable and that is why it is widely used by econometricians for their research. Since most of the economists use stata, it has a network externality, i.e. people can understand the research methodology by going over stata codes.
단점:
The reason I think it is the 2nd best is that it is not cheap. Also, it offers different licenses. The basic license costs 200 usd (approx). But it can work with only 2048 variables. For mor variables, you have to buy stata SE, which can work with 32,767 variables. Since most of the advanced public datasets has more than 2048 variables, it is difficult to manage with IC. So, they basically force you to buy SE. They should increase the number of variables to at least 10000 for the IC version.
StataCorp 응답
6년 전
Thank you for your comments.

Convenience and Computation - at a price
장점:
Stata gives much convenience to Econometrics and Statistical Analysis. The command syntax is easy to learn, the Stata manuals give much info on both theory and application, and the software gives so many offerings with respect to statistical methods.
단점:
Stata is pricey, and its features can be replicated in other software like Python or R. However, it stands that Stata has features not available anywhere else - GSEM modeling and even simple multinomial choice modeling are unavailable in other software without complications. Stata's convenience is worth the price if businesses are up to it.

Stata is a very strong analytical tool. I keep learning about it each time I use it!
주석: Excellent software which makes analysis easy to conduct, and easy to replicate. A bit expensive so non-experienced analysts may prefer other free or less expensive tools. I really enjoy learning everyday about new Stata functions and tools and I am actually thinking in starting online Stata Corp courses to get a proper and well-structured training.
장점:
- Easy to share do-files. - Keep learning each time I use it. - Professional and well recognized in the research community. - Regular updates, add-ons and new versions released with features for always more convenient use. - Rigorous statistical/analytical tools, also very adjustable to one's needs. - Help section is very helpful.
단점:
- Lack of free online courses available to improve even faster. - Cumbersome tabulations export from Stata to MS Excel for example. - Still expensive, but indeed worth the money.
StataCorp 응답
7년 전
Thank you! We appreciate your feedback!

Acceptable statistical analysis and inference tool.
주석: Although it is not the software that I normally use, especially due to the deficiencies in its graphical presentation of results, I use it frequently to compare the results it produces, against the results obtained with other software, both commercial and self-developed. This has allowed me, in many cases, to validate the results obtained.
장점:
Price, that although it is not cheap, if it is competitive with respect to other softwares of similar characteristics. It allows me ample freedom to customize the way of presenting the results obtained, which in general is not the best. The after-sales service is good, with regular updates and an excellent help section.
단점:
Talking with my students, the cost is accessible to people like me, but it is not for the average student, especially when the licenses must be renewed periodically. If there is something to criticize the program is the way of presenting the data, where there is a lot of improvement field, since the outputs produced by default are of limited quality and presentation, especially if you want to enter a publication. The error code messages are not very useful in order to solve the error.
Stata for Social Research and Beginners
장점:
Stata is an excellent program for new sociologists to study data analysis and is used in many universities; thus, I find it to be easy software for statistical beginners. The ease of use, variables, uploading, and extracting data is straightforward and more comprehensible than a few other statistical software. In addition, no matter which computer one has, stata will most likely still be compatible (works with a MacBook).
단점:
This software is costly, that is, if you are not given access by a university or research company, which provides difficulty in accessibility. In addition, stata does not allow you to put your data into blocks with their titles [such as in R], and if you run your data and there is a mistake, it's challenging to figure out and correct where your issue lies.
University lecturer
주석: I am using this software for along years.
장점:
Since I am a researcher I used this software daily. Stata is menu-based software. so, it is easy to use.
단점:
Stata software is full of packages. It is used to analyze large business data and health-related datasets. There is no difficulty to use stata.
Good for academic data analysis
주석: Overall, Stata is a very powerful platform to analyze data, especially when the project requires manipulating the data into new formats or performing matching, etc. Where it falls slightly short compared to other programs is that it does not allow for multiple datasets to be open at the same time, and it can crash, but this is fixed with diligent saving of do files, and the multiple datasets issue is not really a problem unless doing projects that require a large number of models with variables from different sets.
장점:
I am a PhD student that uses a combination of Stata and R for data analysis for academic papers. I like that Stata allows for manipulation of data in ways that are quite intuitive and straight-forward, and it allows one to manage datasets with a very large number of observations. Stata is also particularly good at allowing for the transformation of data from one format to another (for example, from long to wide) which allows for matching and subsequent easier manipulation.
단점:
My least favorite part about Stata is that it does not allow one to have multiple datasets open at the same time, like other programs do. Also, in my experience, one has to save the do-file they're working on very frequently because it is not rare for Stata to crash. But, with that knowledge, it's not really an issue to save often once you're used to it.
StataCorp 응답
5년 전
Thank you for your feedback! With Stata 16, you can now have multiple datasets in memory. Read more about it at https://www.stata.com/new-in-stata/multiple-datasets-in-memory.
Best for econometricians
주석: Overall its wonderful, yet its too expensive
장점:
I like the capabilities of the programme, you can do almost anything, even if it is not in the libraries you can write and implement, in terms of that there is no limit in the programme.
단점:
Well, the elephant in the room, COST its toooo expensive.
Powerful data management and analysis software
주석: Stata has been a crucial part of any piece of econometric research or data visualization conducted. High quality and accepted for peer review. Generally helpful online fora. Worth it if you can afford it.
장점:
Powerful data management and statistical analysis tool. Great graphic generator. Good integration with other software.
단점:
High degree of difficulty in getting started. Course is recommended. Often unintuitive menu system and layout.
Practical and efficient statistical program
주석: Stata is my favorite statiscal program to use, I would highly suggest this program for beginners.
장점:
Stata is the third statistical analysis software that I have used. It is really great for simple and complex problem solving. Depending on the size of the dataset everything I have done has processed fairly quickly. The help menu is amazing, there are always packages you can download if there is something you need to do that is not already included in the software. The coding is easy to learn, it’s very intuitive.
단점:
If you are running a multiple imputation then the software takes a very long time to run on a PC. Usually to get the imputation to run you would need a computer with an extremely fast processor. Also, I find it easier to use with a PC versus a Mac.
Great for Research Analysis
주석: Stata is by far my favorite statistical tool. It’s like having hundreds of statistical tools at your fingertips. I have used SPSS which I found to be very good, but Stata by far exceeded my expectations. Stata is versatile and can be used by any organization.
장점:
Stata is great for analyzing large amounts of data for research and analytics purposes. It’s especially suited for quantitative research and analysis. We recently started using Stata at work and the results has been phenomenon. We conducted a survey with a sample size of 250 participants and using Stata, we were able to integrate data management, data analysis, data modelling, and graphical visualization using one single tool. Apart from work, I have also used Stata as a University student when conducting research and handling large data files. Once trained in Stata, it is very easy to comprehend and use.
단점:
While Stata is great for handling large amounts of data, it may be difficult to use if you are unfamiliar with how it works. This now becomes a very time-consuming process as you now have to learn the system. Also, this can lead to errors in the process and ultimately affect the result of the research. Because I was familiar with the ins and outs of how Stata works, it was quite simple and user friendly for me. However, many of my colleagues who were not familiar with the programme, had great difficulty in using it.
StataCorp 응답
5년 전
Thank you for your feedback!
STATA
장점:
It is imperative for development economics research. There are both pros and cons to the grid like structure, but often it makes sense and STATA is generally user-friendly.
단점:
Being constricted by the structure of the software. Often I wish it was more free-form like MATLAB and R.
Stata review
주석: Fantastic one of the leading products on the market for stats analysis!
장점:
One of the best all in one statistical packages available! I just wish it was less command driven - but that is how this product also leads the market!
단점:
Graphics always so hard to generate - much better recently!
Great tool for statistical analysis
주석: I love using Stata. It has been a great experience as I conduct my research using large datasets. I definitely recommend for researchers who employ a quantitative approach.
장점:
Stata is great software for researchers. It is very convenient to conduct statistical analysis such as regressions and visualize the results. This software is widely used in academia, thus it is very easy to find tutorials and relevant resources generated by Stata and users.
단점:
It is not as intuitive as software like SPSS. It is definitely for advanced users who want to do more sophisticated analysis. Writing codes is almost necessary.
Delighted
주석: I use it almost every day to study many things. As a researcher in economy, it is my duty to try to find correlations between two variables to see if there is some kind of relation than can explain the behavior of the people in an economic context or the evolution of the economy, etc. This tool is fundamental in my PhD. Also, as a assistant professor of econometrics, I teach the students how to use this program, and I must say that some of them find it a little bit difficult to use. But through practise, the majority of them finally learn to use it properly.
장점:
Almost everything. Although it has minor bugs, the amount of things that this program allows you to do is so extensive that you can quickly forget the mistakes. From simple mathematic operations to big calculations of multiple variables and different types of graphs. Besides, it allows you to save the structure of your work so the next time you have to do the same or similar you don't need to start from scratch.
단점:
Since it is a program that works using commands that you write on the sheet, you need to take your time to remember all of them. It's not a very big trouble, but still, some people that may not have a very good memory can find this a problem.
StataCorp 응답
7년 전
Your feedback is always appreciated!
Good for economics research but recently lagging behind
주석: STATA was my first software I used to analyze data with Economics research so I have always used it as a default. However, as I have begun learning R, I have realized that R runs faster and works better with large datasets. Don't get me wrong, STATA is not bad, but I do think it has been lagging behind over time.
장점:
- Standard software that allows you to run statistical functions and data manipulations for research purposes - Reliable and easy to learn
단점:
- Does not work well with large data sets and often crashes - Expensive - Over time, it has not gone through many upgrades so the user interface looks old compared to its counterparts. The functionalities have also not gotten a lot of upgrades compared to competitors like R
StataCorp 응답
5년 전
We appreciate your feedback.
Stata for regression, Correlation and F Model to analyzed data
주석: Its good for Capacity, demand and forecasting analysis.I forecast differnt monetory events by using regression analysis with multi variables.
장점:
Stata having very user friendly interface.its shows 100% accurate result in regression and correlation analysis.Data can be import from excel and word which save a lot of time.Error term impact can be classified easily by applying error correction method.
단점:
Its costly, should be free upto certain level of data analysis so that students can easily approach.second there are some constraints while analysing cross sectional data.Minor typing error while comanding will leads towards differnt results.
stata for data management and statistical analysis
주석: It streamlines data arrangement - I can do things more efficiently in STATA than other tools.
장점:
Advanced features that enable statistical analyses (e.d. event history analysis, hierarchical models, structural equations, fixed effects, random effects). The online documentation is fantastic! With a little digging, i can always find my answer.
단점:
The data visualization tools are mediocre. I often export data and create visualizations in excel or other tool.
Favorite software for statistical analysis.
장점:
What I like most about this software are the advanced statistical tools you can find in it. Also, you can use as input a large number of data and it will continue working fast.
단점:
The interface I think could be more user-friendly, sometimes there are some tools that I can not find using the menus. Thanks there are online forums that help you with the commands needed to use most of the tools.