Full List of Features

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Standard-features

• Causal Direction Discovery
• Easy-to-use Excel interface
• Missing value imputation with 20-nearest nabours
• 2D plots of additive effects for visualizing nonlinearity
• 3D plots for visualizing interactions
• Overall fit measures GoF
• Fit measures structural model: R2
• Fit measures measurement model: Chrombachs Alpha, AEV, Composite Reliability
• Path strenght measures: OEAD, Linear Path Coefficient
• Factor Scores
• Polinomial formula for every nonlinearity
• Interaction strength effect IE
• T-values and significance level for OEAD, LPC, IE
• Leveraging factor LF in order to quantify the effect of nonlinearity and interactions
• Nominal variables as gender can be incorporated like every other MV

Options

• Reflexive and Formative constructs usable
• Invert scale of MV to improve readability of plots
  
• Normalizing scale to 0-100% to improve readability of plots
  
• Disable Bootstrapping and plottings
  
• Over-weighting of rare cases.
  
• Cross-validation
  
• Specify No. of interations
  
• Specify NN size and size of Committee-of-Networks
  
• Specify apriori probablility of paths
  
• Linear Partial Least Squares

Modules

• Second-order models
  
• Hierarchical Bayes for calculation of individual OEAD (path strength)
  
• CAA Competitive Advantage Analysis
  
• TS time serial data analysis