XLSTAT Features overview
XLSTAT Features by solution.
Solutions features
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Preparing data | |||||||||
| Data sampling | |||||||||
| Distribution Sampling | |||||||||
| Discretization | |||||||||
| Coding | |||||||||
| Coding by ranks | |||||||||
| Presence/Absence coding | |||||||||
| Missing data | |||||||||
| Complete disjunctive tables (Creating dummy variables) | |||||||||
| Create contingency tables | |||||||||
| Variable transformations | |||||||||
| Data management |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Describing data | |||||||||
| Descriptive statistics (including Box plots and scattergrams) | |||||||||
| Histograms | |||||||||
| Reliability Analysis | |||||||||
| Normality tests | |||||||||
| Contingency table (descriptive statistics) | |||||||||
| Similarity/Dissimilarity matrices (correlation…) | |||||||||
| Multicollinearity statistics | |||||||||
| Quantiles estimation | |||||||||
| Resampled statistics | |||||||||
| Biserial correlation | |||||||||
| Variable characterization | |||||||||
| Pivot table |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Machine Learning | |||||||||
| Fuzzy k-means clustering | |||||||||
| k-means clustering | |||||||||
| One-class Support Vector Machine | |||||||||
| Support Vector Machine | |||||||||
| K Nearest Neighbors (KNN) | |||||||||
| Naive Bayes classifier | |||||||||
| DBSCAN (Density-Based Spatial Clustering of Applications with Noise) | |||||||||
| Classification and regression random forests | |||||||||
| Classification and regression trees | |||||||||
| Gaussian mixture models | |||||||||
| Association rules |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Path modeling (only for Windows OS) | |||||||||
| PLS Path Modelling | |||||||||
| Regularized Generalized Canonical Correlation Analysis (RGCCA) | |||||||||
| Generalized Structured Component Analysis (GSCA) |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Design of Experiments | |||||||||
| Screening designs | |||||||||
| Analysis of a screening design | |||||||||
| Surface response designs | |||||||||
| Analysis of a surface response design | |||||||||
| Generation of a mixture design | |||||||||
| Analysis of a mixture design | |||||||||
| Taguchi designs | |||||||||
| Analysis of a Taguchi design |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Survival analysis | |||||||||
| Life table analysis | |||||||||
| Kaplan-Meier analysis | |||||||||
| Cox proportional hazards models | |||||||||
| Proportional Hazards Model with interval censored data | |||||||||
| Sensitivity and specificity analysis | |||||||||
| ROC curves | |||||||||
| Nelson-Aalen analysis | |||||||||
| Cumulative incidence | |||||||||
| Parametric survival regression (Weibull model) | |||||||||
| Parametric survival curves | |||||||||
| Propensity Score Matching |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Method validation | |||||||||
| Method comparison (Bland Altman, …) | |||||||||
| Passing and Bablok regression | |||||||||
| Deming regression | |||||||||
| Youden Plots |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Dose effect analysis | |||||||||
| Dose effect analysis | |||||||||
| Four/Five-parameter parallel lines logistic regression |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| OMICS data analysis | |||||||||
| Differential expression | |||||||||
| Heat map |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Marketing tools | |||||||||
| Price Sensitivity Meter (Van Westendorp) | |||||||||
| Price Elasticity of Demand | |||||||||
| Customer Lifetime Value (CLV) | |||||||||
| Raking survey data | |||||||||
| Customer Long-term Value (CLTV) | |||||||||
| TURF analysis |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Conjoint analysis | |||||||||
| DoE for conjoint analysis | |||||||||
| Conjoint analysis | |||||||||
| DoE for choice based conjoint (CBC) analysis | |||||||||
| Choice based conjoint analysis | |||||||||
| MaxDiff analysis | |||||||||
| Simulation for conjoint analysis | |||||||||
| MONANOVA - Monotone regression | |||||||||
| Conditional Logit model |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Multiblock data analysis | |||||||||
| Canonical Correspondence Analysis (CCA and partial CCA) | |||||||||
| Canonical Correlation Analysis (CCorA) | |||||||||
| Redundancy analysis (RDA) | |||||||||
| Generalized Procrustes Analysis (GPA) | |||||||||
| Multiple Factor Analysis (MFA) | |||||||||
| STATIS |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Decision aid | |||||||||
| ELECTRE methods | |||||||||
| Design of experiments for the analytic hierarchy process (DHP) | |||||||||
| Analytic Hierarchy Process (AHP) | |||||||||
| Decision trees |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Bayesian networks | |||||||||
| Bayesian networks |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Text mining | |||||||||
| Word cloud | |||||||||
| Feature extraction | |||||||||
| Fuzzy k-means clustering | |||||||||
| Latent Semantic Analysis (LSA) |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Time series analysis | |||||||||
| Time series descriptive statistics | |||||||||
| Time series transformation | |||||||||
| Smoothing of time series | |||||||||
| ARIMA | |||||||||
| Mann-Kendall Trend Tests | |||||||||
| Cointegration tests | |||||||||
| Unit root and stationarity tests | |||||||||
| Homogeneity tests for time series | |||||||||
| Heteroscedasticity tests | |||||||||
| Durbin-Watson test | |||||||||
| Cochrane-Orcutt model | |||||||||
| Fourier transform | |||||||||
| Spectral analysis |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Monte Carlo simulations (only for Windows OS) | |||||||||
| Monte Carlo simulations |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| Statistical Process Control | |||||||||
| Individual charts | |||||||||
| Subgroup charts | |||||||||
| Attribute charts | |||||||||
| Time Weighted charts | |||||||||
| Pareto charts | |||||||||
| Gage Repeatability and Reproducibility (Quantitative) | |||||||||
| Gage Repeatability and Reproducibility for Attributes |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| XLSTAT.ai | |||||||||
| Easy Fit / Easy Predict |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| XLSTAT-R | |||||||||
| Self-Organizing Maps (SOM) | |||||||||
| Permutational MANOVA or adonis | |||||||||
| Panel regression | |||||||||
| Rank-based regression | |||||||||
| Neural Networks | |||||||||
| Partitioning Around Medoids | |||||||||
| Dissimilarity matrix for mixed data | |||||||||
| GARCH | |||||||||
| Kriging |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| XLSTAT-RNotebook | |||||||||
| XLSTAT-RNotebook |
Options
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| 3DPlot | |||||||||
| 3D visualization | (optional) | (optional) | (optional) | (optional) | (optional) | (optional) | (optional) | (optional) |
| Basic | Basic plus | Sensory | Life Sciences | Marketing | Forecasting | Quality | Premium | ||
|---|---|---|---|---|---|---|---|---|---|
| LatentClass | |||||||||
| Latent Class cluster models | (optional) | (optional) | (optional) | (optional) | (optional) | (optional) | (optional) | (optional) | |
| Latent Class regression models | (optional) | (optional) | (optional) | (optional) | (optional) | (optional) | (optional) | (optional) |