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It can be used for the numerical solution of linear and nonlinear problems and solving other numerical experiments. GNU Octave is quite complex however as it is a high-level interpreted language for numerical computations. GNU Octave is an open source version of Matlab. Note that Apple Numbers is free for El Capitan users and above or Macs purchased after October 1, 2013.

But if your needs are quite simple and you also need an alternative to Excel on your Mac, Numbers does just fine. Apple Numbers of course is primarily a spreadsheet application rather than a statistical analysis software and it’s not practical for ANOVA formulas or performing hypothesis tests such as Tukey.

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You can easily right-click any column or open the filter panel to filter data and Numbers will even drop hints as to how to filter your data. There’s also conditional highlighting which automatically formats cells when they meet specific numerical, text, date, and duration points which makes it easier to spot trends or issues. A bit like with Wizard for Mac, you can bring stats to life with animated charts which you can control by dragging a slider to highlight important changes in numbers. Apple Numbers is very easy to use compared to most other free statistical analysis software and uses interactive charts and graphs to help you interpret data. Apple Numbers (Free El Capitan+ / $19.99 Mac App Store)Īpple Numbers is Apple’s answer to Excel but it has come a long way and nowadays is also a pretty powerful tool for statistical analysis.

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However, it’s definitely worth it as SAS University Edition is probably the slickest and most powerful free statistical software you’ll find on Mac.Īs the name suggest, SAS University Edition is only available for free to students and educators so if you’re enrolled or teaching at university, don’t look any further.Ĥ.

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SAS doesn’t have a dedicated Mac client because it’ a virtual application and you need to install a virtual machine on your Mac to install it. RStudio is not for the faint-hearted but it’s extremely powerful and slick once you get used to it. Again, it’s also very complicated to learn but unlike R Project, it does have extensive RStudio webinars and tutorial videos to help learn how to use it. You can run RStudio either on your Mac desktop or via a server. RStudio is similar to R Project in that it’s powerful and free but is more of a statistics and data manipulation tool than a GUI statistics tool. If you’re a student however or on a budget, if you can invest the time, you get a lot out of R for free.

Stata is a far better option for day-to-day analyses but R does have more procedures, albeit it’s harder to use.

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Stata may be expensive but you do get full support, clear documentation and automatic updates which you don’t get in R Project. The other thing to bear in mind is that you get what you pay for when it comes to statistical software. These include things such as robust or bootstrap standard errors and generalized linear mixed models which have more features and are better implemented in Stata. You’ll also find that you have to do things manually in R which are automated in commercial software such as Stata. You can however make things a bit easier by installing a Graphical User Interface (GUI) such as R Commander and there are various books on how to use R with R Commander to help you. Since R Project is completely open source and developed for free by various contributors, there has been little effort to make it accessible to newcomers. However, compared to Wizard the learning curve of R is very steep indeed as you can see from the R Project manual. R Project is an amazingly powerful but free tool for statisticians and researchers which can do pretty much everything the commercial software Stata can do and more.

Apple Numbers (Free El Capitan+ / $19.99 Mac App Store)