procedures, across 13 modules
The registry lists, procedure by procedure, which numeric fields were compared against a named base-R function.
What a badge licenses →MindStat
An integrated bilingual (Arabic/English) academic statistical analysis platform that runs entirely in the browser without installing any software. Designed for researchers and students in social, medical, and economic sciences — combining JavaScript speed with R engine precision via WebR, and a statistical interpretation engine specialized in statistical techniques.
uploads, ever
Nothing is installed and no dataset leaves your machine. The whole suite works offline after the first visit.
languages, both native
Right-to-left layout, Arabic result narratives and Arabic seed labels — not an interface translated after the fact.
How to cite it
If MindStat produced a number in your thesis, article or report, cite the software and the version you actually ran:
APA 7
Azeez, G. K. (2026). MindStat: An offline, bilingual (Arabic/English) browser-based statistical analysis suite (Version 1.29.58) [Computer software]. https://mindstat.pro
Cite R as well, together with the function or package named in the registry row for the metric you report.
What is inside
Statistical Analysis
Descriptive stats, t-tests, ANOVA/ANCOVA, regression, non-parametric, plus built-in Bayesian, Bootstrap, Mixed-Models panels.
Biostatistics & Medical
Kaplan-Meier, Cox regression, ROC, epidemiology (RR, OR), clinical-trial calculations.
Econometrics
OLS, IV, panel data, ARIMA, VAR, GARCH, Granger causality, unit-root & cointegration tests.
Spatial Statistics
Moran's I, Geary's C, spatial autocorrelation, density maps, SAR/SEM spatial models.
SEM / CFA Modeling
SEM, CFA, path diagrams, full fit indices (CFI, TLI, RMSEA, SRMR), validity metrics.
Experimental Design
CRD, RCBD, Latin Square, Factorial, Split-Plot, ANCOVA, Response Surface Methodology.
SPC & Quality
Shewhart control charts (X̄-R, X̄-S, I-MR, p, np, c, u), capability indices (Cp, Cpk, Pp, Ppk), Gauge R&R.
SPSS Interpreter
Paste any SPSS output table and get an instant plain-language + APA 7 interpretation.
Psychometrics
Reliability (α, ω), item analysis, IRT basics, scale validation.
Machine Learning
Random Forest, KNN, SVM, neural networks, K-Means, PCA, hierarchical clustering, cross-validation, and conformal prediction.
Simulation Lab
Research-grade Monte Carlo: Type-I error and power studies, robustness under violated assumptions, CLT demonstrations, and synthetic data — all seeded and exactly reproducible.
Systematic ReviewComing soon
End-to-end systematic review: import and de-duplicate, blinded dual-reviewer screening, structured extraction, RoB 2 / ROBINS-I / QUADAS-2 appraisal, GRADE, and a PRISMA 2020 flow diagram derived from your own decision log.
Your data
MindStat is designed with researcher confidentiality as a first principle:
- NO UPLOADS MindStat's statistical computation runs entirely client-side — your dataset is never uploaded.
- LOCAL STORAGE Sessions auto-save to your browser's localStorage.
- OPT-IN SERVER CALLS Four features do call a small server, and only when you choose them: AI interpretation, the contact form, Google Sheets import, and native Word export. The Privacy page lists what each one sends.
- ANALYTICS — DECLINABLE MindStat uses Google Analytics 4 for page-view analytics only — not for your statistical data. Declinable any time on the Privacy page.
Built with
WebR 0.5.4 (R 4.5.1) for the in-browser R engine behind every verification, Plotly.js for charts, MathJax 3 for equations, SheetJS · html2pdf · docx.js for export, Noto Naskh Arabic for Arabic type, and a service worker that makes the suite installable and usable offline.
Licence and use
- Academic & Research License
- MindStat is designed for academic research, university teaching, and professional data analysis.
- Feedback & Bug Reports
- Found a bug or have a feature request? Include your browser version, a screenshot, and steps to reproduce.
- For Instructors
- Used in courses across the Arab world. Sample datasets and teaching notes available on request.
Contact
Have a question, bug report, or licensing inquiry? Send a message and we will respond as soon as possible.