CCI0.3.1 package

Creates interaction terms for specified variables in a data frame Inte...

Creates polynomial terms for specified variables in a data frame Polyn...

Generate Binary Data

Generate Bivariate Multinomial Categorical Data

Generate Bivariate Nonlinear Categorical Data

Build an expanded formula with poly and interaction terms

Choose Direction for testing for the CCI test

CCI tuner function for CCI test

Computational test for conditional independence based on ML and Monte ...

Check the formula statement

Clean and Reformat Formula String

Generate Complex Categorical Data

Generate Categorical Data Based on Exponential and Logarithmic Functio...

Generate Exponential and Logarithmic Data

Generate Data with Exponential Noise

P-value Calculation Based on Null Distribution and Test Statistic

Get the best parameters after tuning with CCI.tuner

Generate Grid Partitioned Data

Generate Hard Case Data with Two Z Variables

Generate Categorical Data Based on Interactions

Generate Nonlinear Categorical Data (Univariate)

Generate Nonlinear Categorical Data (Bivariate)

Generate Nonlinear Normal Data

Generate High-dimensional Nonlinear Normal Data

Generate Normal Data for Conditional Independence Testing

Permutation Test for Conditional Independence

Plot for CCI testing

Generate Data with Poisson Noise

Generate Categorical Polynomial Data

Generate Polynomial Decision Boundary Data

QQ-plot for multiple testing in CCI

Generate Quadratic Threshold Data

Print and summary methods for the CCI class

Generate Sinusoidal and Cosine Data

Generate Sine-Gaussian Data (Univariate)

Generate Sine-Gaussian Data (Bivariate)

Generate Sine-Gaussian Data (Bivariate)

Generate the Test Statistic or Null Distribution Using Permutation

Generate Categorical Trigonometric Data

Generate Data with Uniform Noise

Random Forest wrapper for CCI

SVM wrapper for CCI

Extreme Gradient Boosting wrapper for CCI