Xlstat | Premium

| Statistical Category | Key Methods and Tests | |---------------------|----------------------| | | Box plots, scattergrams, histograms, summary statistics, frequency tables | | Parametric Tests | t-tests, z-tests, ANOVA (balanced and unbalanced factors), ANCOVA, repeated measures | | Nonparametric Tests | Mann-Whitney, Wilcoxon, Kruskal-Wallis, Friedman, chi-square tests | | Correlation Analysis | Pearson, Spearman, Kendall correlation coefficients | | Regression Modeling | Linear regression (simple and multiple), logistic regression, nonlinear regression, PLS regression | | Multivariate Analysis | Principal Component Analysis (PCA), correspondence analysis (CA), multiple correspondence analysis (MCA), cluster analysis (hierarchical and k-means), factor analysis | | Time Series Analysis | ARIMA, SARIMA, EEMD, trend detection, homogeneity tests | | Machine Learning | Random forests, XGBoost, elastic net regression, clustering algorithms | | Sensory Analysis | Penalty analysis, CATA (Check-All-That-Apply), free sorting, projective mapping, STATIS, RATA, JAR (Just-About-Right) | | Survival Analysis | Kaplan-Meier analysis, life tables, Cox regression | | Design of Experiments | Factorial designs, response surface methodology, mixture designs | | Statistical Process Control | Control charts (p-charts, np-charts, c-charts, u-charts), Pareto charts, capability analysis | | Bayesian Analysis | Bayesian networks, Bayesian inference | | Conjoint Analysis | Preference modeling, market research tools | | Power Analysis | Sample size determination for ANOVA, ANCOVA, repeated measures |

Quickly summarize data with mean, median, standard deviation, and histograms. xlstat premium

For many professionals, Excel is the "home base" for data. It is familiar, accessible, and already installed on almost every office computer. However, as your data grows more complex, Excel’s built-in tools often fall short. This is where XLSTAT Premium steps in, transforming your standard spreadsheets into a high-powered statistical engine. | Statistical Category | Key Methods and Tests

Linear, logistic, nonlinear, and ridge regression techniques. However, as your data grows more complex, Excel’s