The introduction of XLSTAT 2025.1 with its built-in AI Assistant marks a significant advancement in making powerful statistical analysis accessible to users of all skill levels. Whether you are a business professional seeking to derive insights from customer data, a researcher conducting rigorous scientific studies, or a student learning statistical methods, XLSTAT Premium offers the tools, flexibility, and support to turn your data into actionable decisions.
Excel is the world’s most popular spreadsheet software, but its native statistical tools are limited. For professionals, researchers, and students who need to perform advanced data analysis without leaving the familiar Excel environment, XLSTAT Premium offers the ultimate solution.
Reduces data dimensionality while retaining maximum variance. xlstat premium
Manufacturing and engineering teams can leverage Statistical Process Control (SPC) tools. You can create Control Charts, perform Capability Analysis, and design experiments (DOE) to optimize production lines and minimize waste. Why Researchers Love It
A solid story starts with clean data. Instead of manual cleaning, use XLSTAT Premium to prepare and describe your data. The introduction of XLSTAT 2025
: Users can define tests and customize reports and graphs according to specific requirements.
Industrial engineers apply the SPC and DOE toolsets to minimize factory defects, optimize machinery parameters, and maintain strict quality standards. Market Research and Business Strategy For professionals, researchers, and students who need to
| Category | Key Features Included in XLSTAT Premium | | :--- | :--- | | | Descriptive statistics, hypothesis testing (t-tests, ANOVA, MANOVA), correlation/association tests, principal component analysis (PCA), correspondence analysis (CA), multiple correspondence analysis (MCA), discriminant analysis (DA). | | Advanced & Causal Modeling | Linear, nonlinear, and logistic regression; partial least squares regression (PLS); PLS path modeling (PLS-SEM) , structural equation modeling; Bayesian networks for modeling probabilistic dependencies. | | Machine Learning & Data Mining | Classification and regression trees (CART), random forests, clustering (k-means, hierarchical), conjoint analysis , TURF analysis, MaxDiff, association rules (market basket analysis), text mining. | | Marketing & Survey Research | Preference mapping, penalty analysis, conjoint analysis , TURF and MaxDiff, correspondence analysis, PLS-SEM for customer satisfaction/loyalty models. | | Life Sciences & Sensory | Survival analysis (Kaplan-Meier, Cox regression), dose-effect modeling, method comparison (Bland-Altman), proficiency testing, OMICs data analysis tools. | | Forecasting & Quality | Time series analysis, exponential smoothing, ARIMA, statistical process control (SPC) charts (CUSUM, EWMA), process capability analysis. | | Visualization & Reporting | 3D plots, trellis plots, heat maps, tile maps, radar charts, word clouds, and customizable, exportable reports within Excel. | | Automation, Coding & AI | XLSTAT-Code for VBA automation; XLSTAT-R Notebook for running R scripts directly in Excel; the XLSTAT AI Assistant for plain-language guidance and results interpretation. |
Used in biostatistics, social sciences, and agricultural studies for conducting complex analyses.
| Feature / Software | XLSTAT Premium | SPSS Statistics (Base) | R (with RStudio) | SAS (Base) | Python (pandas + sklearn) | Jamovi | |-------------------|----------------|------------------------|------------------|------------|----------------------------|--------| | | Excel add-in | Standalone | Open source | Standalone | Open source + IDE | Standalone (GUI) | | User interface | Excel integrated | Menu-driven | Command-line centered | Command-line | Command-line or notebook | Point-click | | Price | $$ (subscription) | $$$$ | Free | $$$$$ | Free | Free | | Time series | Full (ARIMA, etc.) | Limited (base) | Full | Full | Full (statsmodels) | Limited | | Machine learning | Good (random forest, SVM, XGBoost via bridge) | Limited | Excellent | Very good | Excellent | Basic | | Sensory analysis | Exceptional (dedicated module) | Not available | Custom library (SensoMineR) | Not available | Not available | Not available | | Excel integration | Native | Import/export | Import/export | Import/export | Import/export | Import/export | | Reproducibility | Partial (VBA script) | Full (syntax) | Full (script) | Full (script) | Full (notebook) | Full (.omv file) |
