iFactorAnalysis is the first comprehensive advanced multivariate statistical package on iOS devices, for performing state-of-the-art exploratory factor analysis (EFA) and principal component analysis (PCA) on datasets of any practical size without a compromise.
The app transforms iOS iPhone or iPad device into a valuable research and educational tool for educators, students, researchers and practitioners in almost any discipline from social & behavioural sciences such as sociology and psychology to medical & physical sciences.
The app is packed with built-in advanced features, not available on main-stream commercial packages, such as SPSS and SAS. These include advanced factor retention techniques and unprecedented factor analysis interactivity.
General Features:
• Intuitive user-friendly interface design
• Build projects from scratch in the app or import from externally created app project template
• Fast, efficient and optimized algorithms for optimum performance
• Fully interactive analysis of computed factors or components, thus allowing user to experiment with different options and settings
• Extensive textual & graphical output of computations throughout the app
Factor Analysis/Principal Component Analysis Features
• Built-in advanced factor retention techniques such as Parallel Analysis & MAP
• Horn’s parallel analysis (PA), configurable for up to 10,000 random-generated datasets,
thus allowing accurate Gaussian Distribution graphs to be generated and studied.
• Velicer’s Minimum Average Partials (MAP)
• Cattells Scree plots including PA base lines if PA is performed
• Factor Rotation methods including orthogonal rotations such as Varimax, Orthomax, Quartimax and non-orthogonal (oblique) rotations such as direct oblimin
• Factor scores methods from Thurstone’s regression method to the advanced Bartlett’s method and the sophisticated Anderson-Rubin method
• Feasibility tests, including the Kaiser-Meyer-Olkin (KMO) Sampling Adequacy test
and the Bartlett’s Sphericity test
• Cronbach’s α (alpha) data consistency test
The iFactorAnalysis app is offered in two editions,
• The PRO edition, has all the features available with no restrictions.
• The LITE edition (FREE), obviously has some restriction.
In both editions, users may send feedback & questions, directly to iFactorAnalysis developement team.
Website & links:
iFactorAnalysis app website: https://www.acurasoft.com/ifactoranalysis/
End User Licence Agreement: https://www.acurasoft.com/ifactoranalysis_eula.html
Privacy: https://www.acurasoft.com/ifactoranalysis_privacy.html
Terms & Conditions: https://www.acurasoft.com/ifactoranalysis_terms.html