A free statistics software would be of great help to carry out the statistical analysis of the huge data. Students who are doing research or about to begin their research work or survey might find this blog interesting. I have listed down the top 8 free statistics software of 2020 that can be used in academics as well as for the industrial purpose.
R statistics software
R statistics software is a free software used for statistical computing and graphics. This software is widely used for human behavior research and in other areas as well. R statistics software is a flexible tool that works fine on multiple operating systems such as Windows, UNIX, macOS.
This free statistics software has a great range of statistical and graphical techniques. R statistics software consists of classical statistical tests, linear and non-linear modeling, time series analysis, clustering, classification, and more. One can extend R with the help of various extensions and functions. If you have a good hand on experience of Java, .NET, Python, C++, C codes, you can easily alter R objects.
If you are using R or about to use this free software then you must know that you can enter the Data directly into R. However, most of the students or researchers prefer to use MS Excel to form a data set. Data sets comprise of variables and subject. A column represents the variable, and row used to represent the subject. MS Excel is a handy software that helps in editing and entering the data in the R. One can save file Excel file in ‘Comma Delimited Format’ or in .csv and these files can be read through R software for data analyses. Visit R project.org to know more about this software.
ANOVA stands for Analysis of Variance. It is an analytical software used in statistics. It bifurcates the ascertained collective variability located in the data into two parts.
- Systematic factors: It has statistical causation on the presented data set.
- Random factors: Random factors do not have statistical influence on the data set.
ANOVA test has been used by the analysts and researchers to see the influence created by independent variables on the dependent variables in a regression study.
The Formula for ANOVA is:
In this formula,
MST=Mean sum of squares due to treatment
MSE=Mean sum of squares due to error
Microsoft Excel (MS Excel)
MS excel is a free statistics software made for beginners. It offers a wide range of tools for performing simple statistical analysis. MS Excel is a product of Microsoft and can work on multiple platforms such as Windows, macOS, IOS, and Android. MS Excel has various features like graphing tools, calculations, pivot tables and visual basics for applications. One can easily organize their data on excel and save precious time. MS Excel offers an opportunity to present the data in a compelling manner with the help of charts, graphs, and tables. This tool helps in data statistical data analysis. Generating summary metrics, and custom graphics and figures are quite easy on MS Excel. Therefore, someone who wants to get a basic statistical analysis of data can use MS Excel. You can download this software from the Microsoft download centre.
SAS (Statistical Analysis Software)
SAS is software built SAS institute. It is a free statistics software used for data management, advanced analytics, business intelligence, investigation for any crime and predictive analysis. This free statistics software suite can alter, manage, mine and retrieve data from several sources and perform statistical analysis on it. This software works on commands and performs statistical analysis and data visualization. SAS works on Windows OS. It is used for industrial as well as academic purposes. SAS provides a large range of statistical methods to perform an advanced level of statistical analysis. It provides a high range of customizations of analysis and output options.
Students who are facing issues in doing the analysis of data through SAS for their homework can ask online writers, “do my statistics homework” you will get a good statistical analysis performed by the experts for the presented data.
Statistical package for social science is a widely popular statistical tool within human behavior research. This tool is used by a large number of researchers around the world to carry out complicated statistical data analysis. The purpose of creating this tool is to manage and do a statistical analysis of social science data. This software was initially manufactured by SPSS Inc. in 1968. However, in 2009 it was acquired by IBM. SPSS is popular and widely used in the world due to it’s straightforward and English like command language. Also, it has a detailed user manual that attracts the user to use this tool.
The SPSS tool has a wide range of uses. Health care researchers, market researchers, companies conducting surveys, marketing organizations, academic researchers, data miners, etc. use this tool for handling and analyzing data. Most of the companies around the globe prefer to get their hands-on SPSS tool for analyzing the data and data mining of the text to get the most appropriate result from the research projects.
In the education field, IBM SPSS statistical software facilitates effective teaching. It enables students to develop analytical skills and also helps in accurate research and decision making. If you are planning to conduct marketing or any type of research, the SPSS campus edition will be of great help.
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GraphPad prism is a statistics software used commonly in the field of biology. But it can also be used in other fields as well. Just like SPSS, it works by generating the automated statistical analysis of the data. GraphPad prism allows us to perform fundamental statistics that often come in use during laboratories or clinical researches. GraphPad prism is a 2D graphing and statistical software that can perform its function on Macintosh and Windows. It is beneficial for the beginners as it provides statistical guidance to them. Analysis checklists of prism check whether an appropriate analysis performed or not. Researchers can change analysis choice, review them whenever they want.
Minitab is a statistics software created at Pennsylvania State University by Barbara F Ryan, Thomas A. Ryan Brian L. Joiner in 1972. Initially started as an OMNITAB 80. It was a light version of Minitab. This statistics software performs automated calculations and graph creation. This statistics software helps the user to concentrate more on the data analysis and result interpretation.
Minitab has an advantage over other types of statistics software, it is easier to understand than R and SAS. Editing and creating graphs are quite easy on it. However, there is a small catch in this software, machine learning cannot be performed through it. Overall, it is the basic software for six sigma applications and it is user-friendly as well. Though it is a premium statistics software, there is a free trial version of this software is also available. Students can download it and use it for interpretation of the data. This is not a free statistics software, however, students can download a free trial version of this software to carry out the data analysis used in academics.
It is a multi prototype numerical computing environment developed by MathWorks. MATLAB is an advanced and high-performance programming language used for technical computing. It compounds computation, programming, visualization in an easy to use environment. MATLAB presents problems and solutions in well known mathematical symbols. The following are the uses of Matlab.
- Data analysis, exploration, and visualization
- Math and computation
- Scientific and engineering graphics
- Application development, including Graphical User Interface building
- Algorithm development
- Modeling, simulation, and prototyping
Matlab stands for matrix laboratory. Its inception was to serve the access to matrix software developed by the LINPACK and EISPACK projects. MATLAB has transformed over the years with the help of the input provided by various users. In academics and universities, it is a common software to use in introductory and advanced level courses in mathematics, science, and Engineering. The industrial use, MATLAB provides high-quality and productive research and analysis.
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