This is a free alternative for SPSS, and a pretty mature project which can be used for regression analysis, non-parametric tests, T-tests, cluster analysis and much more. It supports over 1 billion variables. Gretl is a free alternative to Eviews. It can be used for a wide range of econometric analyses, data series and regression. Merging, aggregating, stacking and unstacking of data bits is possible. You can download STATISTICA 13.3.721.1 from our software library for free. The software lies within Education Tools, more precisely Science Tools. The most popular versions of the tool 13.3, 13.0 and 12.5. A perfect tool for data analysis! TIBCO Data Science, previously known as Statistica, is a software that is designed to work with big data and create statistical graphs with data stored in the computer's hard disk.

Regressit and Statistician Lite are both Excel add ins, and the rest are stand alone statistics programs.

G*Power is a tool to compute statistical power analyses for many different t tests, F tests, χ2 tests, z tests and some exact tests. G*Power can also be used to compute effect sizes and to display graphically the results of power analyses.

MacAnova is a free, open source, interactive statistical analysis program for Windows, Macintosh, and Linux written by Gary W. Oehlert and Christopher Bingham, both of the School of Statistics, University of Minnesota. In spite of its name, MacAnova is not just for Macintosh computers and not just for doing Analysis of Variance. MacAnova has many capabilities but its strengths are analysis of variance and related models, matrix algebra, time series analysis (time and frequency domain), and (to a lesser extent) uni- and multi-variate exploratory statistics.

Core MacAnova has a functional/command oriented interface, but an increasing number of capabilities are available through a menu/dialog/mouse type interface. Although the language and syntax are S-like (for those of you familiar with S, S-Plus or R), MacAnova is not S or R.

PSPP is a free program for statistical analysis of sampled data. It is similar to SPSS with a few exceptions. PSPP is particularly aimed at statisticians, social scientists and students requiring fast convenient analysis of sampled data. PSPP can perform several data transformation (including recoding, weighting and handling of missing values), compute descriptive statistics (frequencies, descriptive statistics), compute crosstabs and explore tables, T-tests (one sample T-test, independent samples T-test, paired samples T-test) and one-way ANOVA, bivariate correlation, linear regression, factor analysis (Principal Component Analysis and Principal Axis Factoring), Chronbach Alpha (reliability measure), ROC curve and some non-parametric tests (Chi-square and Binominal).

R is probably the most sophisticated statistics software available. The learning curve is fairly steep, but the availability of hundreds of add-on packages mean that almost anything can be accomplished. R is ‘GNU S’, a freely available language and environment for statistical computing and graphics which provides a wide variety of statistical and graphical techniques: linear and nonlinear modelling, statistical tests, time series analysis, classification, clustering, etc.

An Excel add-in that was developed in a teaching environment but is also intended for serious applied work as a complement or substitute for other linear regression software. It performs multivariate descriptive data analysis and multiple linear regression, and it offers a number of features that are designed to promote good modeling practices and high-bandwidth communication. The output for each descriptive analysis or regression model is stored on a separate worksheet within the same workbook. All chart output is presentation-quality and in native Excel format that can be edited, and all table output is intelligently formatted to show enough decimal places of precision but not too many. The descriptive analysis procedure can draw very detailed scatterplot matrices (each element of which is a separate chart that may include a regression line and center-of-mass point) and parallel time series plots of many variables, in addition to summary statistics and correlation matrices. The regression procedure makes it simple to explore variations on previously fitted models, it provides ample chart output with good support for testing model assumptions, and it offers several options for generating out-of-sample forecasts. A separate variable transformation procedure makes it easy to apply nonlinear and time transformations to variables in a systematic way. The program also includes a number of audit trail features (date/time/username stamps on all worksheets, unique model names in all table and chart titles, and an additional worksheet with side-by-side comparisons of models) that help to organize and authenticate the results of fitting many models to the same data.

Years of experience teaching undergraduates and postgraduates struggling to analyse experimental statistics on computer has showed us how programs should work with people not despite them. We want people to analyse data with ease through friendly software that augments the way we need to work.

Parametric

• t-test (1 sample)
• t-test for two samples (within and between subjects)
• Univariate ANOVA (within and between subjects)
• Linear regression
• F-test

Nonparametric

• Sign test
• Chi square
• Kolmogorov-Smirnov
• Mann-Whitney U
• Wilcoxon sign-ranks
• Wilcoxon rank-sums
• Kruskal-Wallis
• Friedman

Statistical software for fast and easy interpretation of experimental data in science and R&D in a technical environment. This statistical package helps with analysis and prevents making false assumptions. In short it makes statistics faster and easier, suitable for less experience users but advanced enough for more demanding users.

Develve has no deep hidden menus, everything is directly accessible and the results are directly visible, to improve the productivity. For instance the result graphs are easily scrollable and with a click on a graph a bigger version will pop up. When comparing different datasets it is directly indicated if the difference in average and variation is significant and if the sample size is big enough to prevent false assumptions. For a Design of Experiments Develve helps to create a test matrix. When a factor is not in balance Develve will detect this.

Basic Statistics

• Mean
• Sample counting n
• STDEV
• Median
• Cp Cpk % out of tolerance
• Min/Max
• Compare with
• Difference
• t-test
• Wilcoxon–Mann–Whitney-test
• Variation F-test
• Variation Levene test
• Anderson Darling normality test
• Correlation test
• Regression
• Multiple linear Regression
• Sample size calculations
• Kurtosis
• Skewness
• filter
• Box-Cox transformation
• Generate distribution
• Proportion calculation
• One way Anova
• Kruskal-Wallis Test
• Graphs

Design of experiments (DOE)

• Up to 12 levels
• 10 repetitions
• Open standard orthogonal arrays and full factorial arrays
• Interactions
• Anova DOE
• Confirmation run
• Including response graphs
• Calculate the doe on one Column out of the result array or all the columns

SOFA is a user-friendly statistics, analysis, & reporting program. It is free, with an emphasis on ease of use, learn as you go, and beautiful output. SOFA lets you display results in an attractive format ready to share. And SOFA will help you learn as you go. Many statistics programs make you import data from a database before you can use it. Not SOFA. You can connect directly to your database, and all its tables. Just give SOFA the login details. You can even edit data from within SOFA, or apply a simple data filter to focus on the subset of a table you are interested in. SOFA currently supports:

MySQL
Microsoft Access
SQLite
PostgreSQL
Microsoft SQL Server
CUBRID

What if your project has data in more than one database? No problem. SOFA lets you work with any tables wherever they may be and whichever (supported) database type they are stored in.

Spreadsheet Friendly Output – SOFA tabular output is already in a form that can be directly opened in MS Excel or pasted into OpenOffice Calc.

Importing

• SOFA can import data from Excel spreadsheets into its built-in SQLite database.
• ODS spreadsheets can be imported from both Open Office Calc and Gnumeric.
• Data in CSV or tab-separated format can be imported into SOFA Statistics.
• Data can be imported from on-line Google Docs Spreadsheets.
• All imported data can be viewed and edited within SOFA.

Exporting – SOFA can export data into an Excel spreadsheet format (readable by open source spreadsheets as well).

Data Entry Friendly – You can now add data directly to SOFA Statistics by configuring new tables in the built-in SQLite database and adding data directly to them. It is also possible to redesign and delete tables.

Easy Data Recoding – It is easy to recode your data using a simple form – e.g. if your data contains age but you need to analyse by age group you can recode MIN TO 19 as 1 with a label of “Under 20”, 20 TO 39 as 2 with a label of “20-39” etc.

Output You Can Share Easily – Tabular output is in HTML, which means you can put it directly on your intranet or website, or put it in a spreadsheet.

SOFA has a wide range of attractive, high quality charts including:

• simple bar charts (freq or means)
• clustered bar charts (freq or means)
• pie charts
• single and multiple line charts (freq or means)
• area charts (freq or means)
• histograms
• scatterplots
• box and whisker plots

It is also possible to create chart series. There is even some eye candy.

SOFA will make it easy to conduct and report on the use of:

• Row and column percentages, with the ability to nest variables e.g look at Ethnicity and Gender vs Age
• Mean
• Median
• Lower Quartile
• Upper Quartile
• Standard Deviation
• Sum
• N items
• Min
• Max
• Range
• Pearson’s Chi-Square with Contingency Tables
• Independent samples t-test
• Paired samples t-test
• One-way ANOVA
• Mann Whitney U
• Wilcoxon Signed Ranks
• Kruskal Wallis H
• Pearson’s Correlation
• Spearman’s Correlation

Learn As You Go

A central goal of SOFA Statistics is to make Statistics Open For All. Secondary school students, for example, should be able to use SOFA to learn more about statistics. And other users will also benefit from the educational orientation of the program.

The Statistical Lab is an explorative and interactive tool designed both to support education in statistics and provide a tool for the simulation and solution of statistical problems. The graphical user interface is designed to make complex statistical relations easy to understand. It connects and displays data frames, frequency tables, random numbers or matrixes in a user-friendly statistical worksheet allowing users to run calculations, conduct analyses and perform multiple simulations and manipulations.

Statistician is a comprehensive yet simple to use add-in for Microsoft Excel 2007 or later. The software performs high quality statistical analysis based on series of easy to use forms, activated via the Excel ribbon. The program is available in two versions – Statistician Lite (Free), and Statistician Standard ($US195) which includes many additional statistical models and functions.

Statistician works in a unique way when compared to other Excel based statistical analysis software. Most importantly, it allows the user to store a data set and perform multiple analyses on it, a method used by all high end statistical software, but lacking in many other Excel add-ins which require the user to reselect data over and over again when they return to the spreadsheet.

Whether you are into some kind of business or into academics, statistics is one crucial aspect that makes data analysis an essential aspect. It’s a new trend that’s keeping every company busy these days as this helps them understand customer expectations while ensuring data driven quality programs at the same time.

There are different software available nowadays that can help companies with organizing, analysing, and interpreting data. Whether it’s a simple tool like a calculator or customized solutions designed to meet individual requirements, statistical software are increasingly getting popular among brands throughout all sectors.

The best part is, statistical software are capable of analysing detailed statistics that’s something that organizes data from samples and likely statistics drawing conclusion from the input data. The biggest advantage of this application is that it offers fact-based data suitable for your business and project.

Let’s look at some of the best statistical software useful for your business or project.

MaxStat

One of the best software in the category for learning statistics, MaxStat comes fully packed with features at an affordable price. With the help of this software, you can create statistical analysis in three simple steps. The best part is, it’s easy to use and is especially useful for students and business editors.

Price: $39 for students; $79 for advanced users

Get it here: https://maxstat.de/en/home-en/

MATLAB

If you are into programming, there could be no alternative to the MATLAB software. It creates a programming environment for algorithm creation, data analysis, numerical calculation, and visualization. Ideal for math lovers, this special app helps you create tables, graphs, equations, and a wide set of other tools to help create and edit technical work easily.

Price: For non-academic users – $2150 (perpetual) or $860 (annual)

Get it here: https://www.mathworks.com/products/matlab.html

AcaStat

Available on both Windows and other OS platform, AcaStat is one of the statistics software that’s super effective. It allows you to format variables like values, labels, and configure controls easily which is one of its exclusive features. Maadhaar app download for jio phone. Moreover, it allows you to import data from your spreadsheet files using the copy and paste tool. The best part is, AcaStat analyses data fast that helps you to design logistic details, OLS, and frequency tables.

Price: Starts from $10

Get it here: https://www.acastat.com/

SPSS

SPSS software by IBM help you maximize the benefits of the data in your organization by helping you find new connections in the data and forecast what will possibly happen next. Its predictive analytics can unleash unanticipated patterns and relations and create models to take through front-line interaction.

Price: Starts from $1.00/one-time/user

Get it here: https://www.ibm.com/analytics/spss-statistics-software

jasp stats

jasp stats is based on Bayesian Filtering Library is not just an open source C++ library for recurrent Bayesian estimation, but also is a part of the orocos project. This program was originally written by Klaas Gadeyene and now taken care of by Tinne De Laet. The program runs on all the major platforms like Linux, Mac OS X, Microsoft. Among some its features are kamen filtering, moisture filters, grid based systems, particle filters, and sequential Monte Carlo methods.

Get it here: https://jasp-stats.org/

ADaMSoft

ADamSoft is a free and open source software that’s based on Java and so, can run on any system supporting Java software. It can carry out a large variety of analytical techniques such as data mining, record linkage methods, cluster analysis, graphs, logistic and liner regression, and so on. Bonus – this software can also read and write statistical data values from various different sources like Oracle, ODBC data sources, text files, MySQL, excel spreadsheets, and Postgresql.

Price: Free and open source

Get it here: http://adamsoft.sourceforge.net/

Statwing

Satwing is the perfect tool for those with instant requirement to perform statistical analysis. It comes with a simple interface with e qually simple instructions that makes it a breeze for you to generate data. The software helps the users to conveniently select the framework for analysis that offers a high degree of confidence to the statistical outputs. As a bonus, you also get access to basic charting like bar charts and histogram that can be sent over to spreadsheets.

Price: 14-days free trial available; upgrade starts from $25

Get it here: https://www.statwing.com/

Minitab 18

Thousands of companies and institutions across the world have been using Minitab since it’s launch. It comes with a lot of tools and features that are designed to meet different statistical patterns and analysis. This software helps you with mathematical techniques like confidence intervals to analyse the mean or median off your data.

Moreover, it also comes with unique technique for model reduction that allows the program to find the best regression equation for your sample data. The statistical inferences received from Minitab are precise. It also allows you to bring in Excel files to the software.

Price: Starts from $29 for six months

Get it here: http://www.minitab.com/en-us/

Stata

Stata is a complete statistical software package that offers all that you require to carry out data analysis, graphics, and data management. All you need is a PC with enough memory, and the software can accept huge quantities of data and generate graphs very quick.

What’s more? It can also perform different types of regressions, check data from surveys, and will accept a variance of data inputs to use in the processing. It can assess data sets across time, save whatever you have analysed, clean and arrange the data, create duplicate variable, and export your outputs.

Price: Starts at $45 for students

Hack client for mac. Get it here: https://www.stata.com

Statistix

Statistix is an intuitive statistical software and easy to use as well. What’s good about it is that it’s comprehensive, yet not too over the top. Moreover, it comes with basic and advanced statistics in one affordable package. The program offers some strong manipulation tools, support for import/export of Excel data and text files, linear models, non-linear regression, and so on.

Price: Free trial available; upgrade starts from $99

Get it here: https://www.statistix.com/

SAS Business Intelligence

SAS Business Intelligence offers the correct insights to those who need it. It helps you integrate and find data on your own, prepare and share interactive reports, raise your eagerness with simple analytics, and track key measures so that when something goes wrong, you would know how to go about it.

Among its advantages are its ability to view the data and accordingly discover patterns quickly. Features like heat maps help you find out where the maximum traffic is driven from. It also allows to integrate with other open source programs like R.

Price: $9,000/year/user

Get it here: https://www.sas.com/en_in/solutions/business-intelligence.html

Intrinsic Noise Analyser

Statistica software, free download

If you are looking for an open source software, Intrinsic Noise Analyser can be your best bet. It’s designed especially for learning reaction kinetics in living cells and using this, it analyses mathematical models of intracellular reaction kinetics for instance, gene expression, regulatory networks, etc. The advantage of this software is that it can offer a better method to achieve the required statistics using system size expansion of the chemical master equation which is a better systematic approach for analytical approximation.

Price: Free and open source

Get it here: https://www.softpedia.com/get/Science-CAD/Intrinsic-Noise-Analyzer.shtml

GraphPad Prism

GraphPad Prism has been the world’s top analysis and graphic solution software built especially for scientific research. It helps simplify statistics, interpret work accurately, and depict a story with the data. Among its advantages are its flexible formatting, several common statistical analyses, and best of all, it’s ease of use and to learn.

Price: $150/year/user

Get it here: https://www.graphpad.com/scientific-software/prism/

Mondrian

Mondrian is a regular use software for statistical data visualization that comes equipped with interactive data visualization instruments. Moreover, the software also offers a variety of interactions and queries as well because the plots in the software are entirely linked.

Barcharts, histograms, Mosaic Plot, Boxplots, SPOM maps, and scatterplots are some of the applied plots in Mondrian that is highlighted. The program also offers basic support for working straight away on data in databases. Bonus – it offers statistical measures like interactive density estimation, multidimensional scaling, and scatterplot smoothers.

Price: Free

Get it here: https://sourceforge.net/projects/mondrian/

Analyse-it

Analyse-it blends into Microsoft Excel to offer the compelling statistical analysis you are looking for from an expensive statistics package minus the cost or complications. From conventional statistical study with hypothetical testing, ANOVA & PCA, or model fitting to statistical process control, the software meets various customer needs through four editions. It’s an easy to use software that automatically starts as the Excel loads up, adding a new menu entry to the ribbon.

Price: Starts at £179.00

Get it here: https://analyse-it.com/

Pandas

Pandasis a software library specially written for the Python priming language. It is used for manipulating and analysing data. It comes with data structures and operations that can be used to manipulate the time series and the numerical tables.

Among its many features are, inclusion of a data frame object that can be used for manipulation of data in association with integrated indexing, different tools for reading and writing data for its memory structures as well as for various file formats, data alignment and integrated management of missing data, option to reshaping and pivoting of data sets, hierarchical axis that can list work from high to low data structure.

Price: Open source

Get it here: https://pandas.pydata.org/

SigmaPlot

Offering over 100 different 2D and 3D graph types, Sigmaplot offers not just helps with simple 2D scatter plots, but also powerful contour plots like the exact technical graph variant you require for your critical research. It features some of the industry -oriented modules that include Curve Analysis Module, Electrophysiology, Ligand Binding Module, and Enzyme Kinetics.

The best part about the software is the quality of the graphs generated which are much superior in comparison to similar other software. Additionally, the loads of basic and advanced data analysis options are a bonus.

Price: Starts from $199/user

Get it here: http://www.sigmaplot.co.uk/products/sigmaplot/sigmaplot-details.php

Shogun

Written in C++ language, Shogun is a free and open source toolbox that provides a number of algorithms and data structure to assist with machine learning problems. The software is licensed under General Public License, GNU and focuses on kernel machines like support vector machines to classify problems and regression. Additionally, the software also provides full application of Hidden Markov models as well.

It also offers interfaces for c#, Octave, Ruby, R, and Java. One of its core features is that it has been designed bioinformatics applications and has the ability to process big datasets that include upto 10 million samples.

Price: Free

Get it here: http://shogun-toolbox.org/

Statistics Software Free

Whatagraph

Whatagraph is a statistical software that generates visual reports to help you understand and monitor the data behind performance of your digital campaigns, your website, and of your ecommerce portal. It allows you to setup automatic report delivery to your chosen email recipients, ensuring that everyone is updated with the latest data.

It allows you to prepare custom reports with chosen metrics, add your own logo, and even change the colour scheme. Whatagraph helps you create reports in a jiffy and that can be downloaded in PDF format directly from your email or your homescreen.

Price: Starts at $59

Get it here: https://whatagraph.com/

Statistics software, free download

DataHero

As a business owner, you can seamlessly connect your cloud services and start bringing the data-based insights to light with immediate effect using DataHero. The program offers data visualization and data dashboarding especially for the business needs. It comes with an intuitive design and compelling features to allow the business stakeholders to divulge insights within their data and convey this to their team.

The software makes it easy to pull out meaning from the data by letting you to visually allocate values to different axes and implement aggregations like averages, totals, summations, and more.

Price: Starts from $59/month

Get it here: https://datahero.com/

So, find the best statistics software from the list, organize your data, analyse and interpret in the best possible way to drive your business to success with high-quality analysis.

I find passion in writing Tech articles around Windows PC and softwares

Statistica Software Free Trial