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Best Statistical Analysis Software 2021 • Statistical Analysis Software Reviews

Statistical analysis software are specialized computer programs that help users collect, organize, evaluate, and interpret data sets. There are two main techniques for statistical data analysis. These are descriptive statistics and inferential statistics.

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What is a Statistical Analysis Software?

Descriptive statistics labels data from a data set with indexes. Inferential statistics draws inferences from data in a sample from which conclusions are drawn about a base set.

Statistical analysis is essential for companies and organizations. It can be used to generate real-world information that can be used to identify trends in markets and accurately evaluate one’s own performance and compare it with competitors.

Statistical analysis software can automate or simplify the application of such complex analyses. The software takes care of the complex calculations and visualizations, while the user only has to make the necessary inputs. As a result, extensive Big Data datasets can be used, as well as results delivered faster, even in real time if necessary.

Statistical analysis software enables the user to visualize complex processes in a simplified way and thus gain important information. This can find application for a variety of tasks for users ranging from individuals to large enterprises.

Leading Statistical Analysis Softwares

In the following product descriptions you will gain more insights into the introduced statistical analysis softwares.

Intellectus Statistics

Intellectus Statistics analyzes data and automatically generates interpretations of statistical results for students, faculty and researchers. This allows students, faculty and researchers to perform statistical analysis without requiring expertise. The output is in the form of plain English sentences that make interpretation easy. Through Intellectus Statistics, users can focus on their research question rather than the tool to answer it. To do this, the software includes many intuitive features, such as interactive decision trees, tutorials and videos, and context-specific help hints.


RStudio is primarily an open-source business that provides software for data science and statistical applications. It also includes commercial products that help teams of R users work together efficiently by sharing resources and presenting their results to decision makers in their organization. To this end, products are offered that allow anyone to use R and RStudio without requiring large computing resources.

QI Macros SPC Add-in for Excel

The QI Macros SPC Add-in for Excel makes it easy to create charts and graphs needed for SPC without statistical training. The user marks data with the mouse, selects the desired chart, and the QI Macros SPC Add-in creates a graph and even marks points that are out of control. The automatic help from QI Macros SPC Add-in can even automatically select the optimal chart.


Easystat uses expert statistical knowledge and artificial intelligence to select the best statistical method. Then, all regression results are explained in plain English. Easystat even generates an automated report explaining the results in more detail. No programming knowledge is required. Easystat automatically uses the correct visualization type to visualize tables.


Through AcaStat, data can be analyzed using statistical processes. To do this, data need only be entered into the Data Tab, files imported and exported, or data copied directly from a spreadsheet. AcaStat produces frequencies, tables, crosstabs, descriptive statistics, correlations, OLS, regressions, T-tests and much more. AcaStat includes 31 different statistical methods and five auxiliary modules.

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