Plus Bundle

Analizy

✔ Linear Regression Wizard
✔ Logistic Regression Wizard
✔ Test Wizard
✔ ROC curves
✔ Meta-analysis and meta-regression
✔ Conjoint
✔ Bootstrap
✔ Panel regression
✔ Inequality metrics
✔ Mood’s median test
✔ Moses test for extreme reactions
✔ Mann-Kendall trend test
✔ DFBETAS measures for outliers
✔ DEA (Data Envelopment Analysis)
✔ SUR (Seemingly unrelated linear regression models)
✔ Fractional regression
✔ Circles and cuboids for chi2
✔ Arellano-Bond estimator

Nonparametric Tests

✔ Conover’s variance rank test
✔ Conover-Iman test
✔ Klotz test
✔ Siegel-Tukey test
✔ Ansari-Bradley and Lepage tests
✔ Fligner-Killeen test
✔ Brunner-Munzel test
✔ Skillings-Mack ANOVA

Multivariate Analyses

✔ KMO and Bartlett’s test
✔ Horn’s test and Velicer’s MAP
✔ Sparse PCA
✔ Robust PCA
✔ Generalized PCA
✔ Linear ordering
✔ Multivariate outliers
✔ Agglomeration analysis
✔ Determining the number of clusters
✔ PROFIT
✔ PCoA

Structural Equations

✔ Mediation
✔ Bifactor
✔ CMV

Nonstandard ANOVA Designs

✔ Factorial designs
✔ Simple crossover designs
✔ Twin crossover design

Method Evaluation and Comparison

✔ Bland-Altman plot
✔ Passing-Bablok and Deming regression
✔ Mountain plot
✔ Youden plot
✔ Limits of detection by probit

Industry Analyses (Beta)

✔ Destructive measurements
✔ Process indices

Additional Methods

✔ Measures for 2×2 tables
✔ Concentration analysis
✔ Standardized effect measures
✔ Post-hoc test for Friedman ANOVA
✔ CATANOVA
✔ Risk-weighted CUSUM
✔ Configurational frequency analysis (CFA)
✔ Serial measurements
✔ Reference intervals
✔ Confidence intervals for ratios
✔ Risk profiles
✔ Multivariate normality tests
✔ Simple orthogonal regression
✔ Empirical distribution
✔ ICC
✔ Harrell’s C
✔ Odds ratio (OR) using the Gart and Fagerland-Newcombe methods
✔ Post-hoc tests without homogeneity of variance
✔ Frequency tables for multiple qualitative variables
✔ Chi-square test for aggregated data
✔ Box’s test for homogeneity of covariance
✔ Principal response curves (PRC)
✔ Quadratic discriminant analysis (QDA)
✔ Confidence intervals for quantiles
✔ Jonckheere-Terpstra test for trend
✔ Chi-square test for variance
✔ Multivariate chi-square test
✔ Equivalence tests
✔ Proportionality test
✔ Ellipses for confidence intervals
✔ Frequency for logistic regression
✔ Analysis of continuous variables with an atom
✔ Z-test for correlation

Graphs

✔ Bar chart
✔ Sequential chart
✔ Radar chart
✔ Mosaic chart
✔ Pie chart
✔ Population pyramid
✔ Neural network diagram
✔ Kohonen network diagram
✔ Diamond chart
✔ Time series baseline plot
✔ Wind rose diagram
✔ Likert chart
✔ Sensitivity plot
✔ Sunflower plot
✔ Violin plot
✔ Pyramid chart
✔ Butterfly chart
✔ Nomogram
✔ Four-quadrant mosaic plot
✔ Mosaic plot
✔ Raw data plot
✔ Biplot
✔ Plot rotation

Data Cleansing

✔ Data verification
✔ Missing data
✔ Dummy variables
✔ Fast recoding
✔ Variable transformations
✔ Value counts
✔ Multiple responses

Data Preparation

✔ Sample size
✔ RIM weighting
✔ Propensity score matching
✔ Subsampling
✔ SMOTE
✔ ADASYN

Scales

✔ Semantic differential
✔ Rank scale
✔ Positional scale
✔ Stapel scale
✔ Thurstone model
✔ Scale reliability
✔ Inter-rater agreement

Tools

✔ Saving to an Office file
✔ Saving graphic files
✔ Formatting a spreadsheet