Xlstat Premium May 2026

| User Type | Benefit | |-----------|---------| | Data Scientists / Analysts | Rapid prototyping of models inside Excel. | | Market Researchers | Conjoint, TURF, and MaxDiff without specialized software. | | Quality & Process Engineers | Control charts, Capability analysis, Measurement system analysis (MSA). | | Life Science Researchers | Dose-response curves, Survival analysis, Bland-Altman plots. | | Students & Academics | Affordable academic licenses with all methods. |

No tool is perfect. Before purchasing XLSTAT Premium, consider these drawbacks: xlstat premium

| Category | Specific Methods | |----------|------------------| | Basic Statistics | Descriptive stats, correlation, covariance, normality tests (Shapiro-Wilk, Kolmogorov-Smirnov), outlier detection | | Hypothesis Testing | t-tests (1/2-sample, paired), ANOVA (1-way, N-way, repeated measures, ANCOVA), MANOVA, nonparametric tests (Mann-Whitney, Wilcoxon, Kruskal-Wallis, Friedman, Chi-square, Fisher exact) | | Regression | Linear, multiple, polynomial, logistic (binary, multinomial, ordinal), nonlinear, Poisson, ridge, lasso, robust regression, stepwise selection | | Multivariate Analysis | PCA (Principal Component Analysis), FA (Factor Analysis), MCA (Multiple Correspondence Analysis), PLS (Partial Least Squares), cluster analysis (hierarchical, k-means, k-medoids, two-step), discriminant analysis (LDA, QDA), canonical correlation | | Time Series & Forecasting | ARIMA, SARIMA, exponential smoothing (Holt-Winters), decomposition (trend, seasonal, residual), autocorrelation (ACF/PACF), stationarity tests (ADF, KPSS), forecasting accuracy metrics (MAE, RMSE, MAPE, MASE) | | Machine Learning | Decision trees (CART, CHAID), random forests, SVM (Support Vector Machines), neural networks (single/multilayer perceptron), Naïve Bayes, k-NN (k-Nearest Neighbors), XGBoost (via Python bridge) | | Data Mining | Association rules (Apriori algorithm), text mining (sentiment analysis, word cloud, correspondence analysis on text), survival analysis (Kaplan-Meier, Cox regression) | | Sensory & Marketing | Preference mapping (internal/external), just-about-right (JAR), CATA (Check-All-That-Apply), penalty analysis, conjoint analysis (choice-based, full profile) | | Quality Control | Control charts (X-bar, R, S, p, np, c, u, CUSUM, EWMA), capability indices (Cp, Cpk, Pp, Ppk), Pareto charts, Six Sigma tools, Gage R&R (crossed/nested), process capability for non-normal distributions | | Environmental & Ecology | Species richness, rarefaction curves, Bray-Curtis dissimilarity, ecological diversity indices (Shannon, Simpson), NMDS (Non-metric Multidimensional Scaling) | | User Type | Benefit | |-----------|---------| |

XLSTAT Premium is a commercial statistical analysis add-in for Microsoft Excel that extends Excel with advanced data analysis, modeling, and visualization tools across many statistical domains (descriptive stats, regression, ANOVA, multivariate, time series, machine learning, quality control, etc.). No tool is perfect

In the era of AI, you don't need to leave Excel to run machine learning models. XLSTAT Premium includes Multilayer Perceptron (MLP) Neural Networks and Random Forests. These tools allow users to: