Plus Bundle

Analyses

• 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