MaxIntTools0.1.0 package

Testing Maximal Interaction in Two-Mode Clustering via a Permutation Based Procedure

E_ReMI

Two-Mode Clustering via the E_ReMI Method

extract_Gamma_EReMI

Extract Estimated Gamma Matrix for a Specific Cluster Combination

Log_Likelihood_function_E_ReMI

Log-Likelihood Calculation for E-ReMI Clustering

Log_Likelihood_function_REMAXINT

Compute Log-Likelihood for REMAXINT method

Log_LR_Test_Statistic

Compute Log-Likelihood Ratio test statistics for permutation based Ext...

MaxInt_data_analysis

Permutation-Based Inference and Interaction Estimation for Maximal Int...

MaxInt.heatmap.plot

Heatmap for Visualizing Row by Column (Participant-by-Task) Clusters I...

MaxInteraction.plot

Interaction Plot to understand the nature of row-by-column clusters in...

MaxIntTools-package

MaxIntTools: Tools for Detecting and Understanding Maximal Interaction...

Permutation_Function

Permutation-based hypothesis testing procedure for REMAXINT and E-REMI...

print.MaxInt_data_analysis

Print Summary for MaxInt Data Analysis Results

Randompartition_function

Generate a Random Partition Matrix of Equally sized row and column clu...

REMAXINT

Two-Mode Clustering via the REMAXINT Method

screeplot.MaxInt_data_analysis

Scree Plot for Maximal Interaction Two-Mode Clustering Results

Unequal_Randompartition_Function

Generate a Random Partition Matrix of Unequally sized row clusters. Th...

Update_column_clusters

Update Column Cluster Assignments in REMAXINT and E-ReMI clustering fr...

Update_G_Omega

Updates Row Cluster Membership Probabilities

Update_row_clusters_E_ReMI

Update Row Cluster Assignments in E-ReMI clustering framework.

Update_row_clusters_REMAXINT

Update Row Cluster Assignments in REMAXINT clustering method

Performs maximal interaction two-mode clustering, permutation tests, scree plots, and interaction visualizations for bicluster analysis. See Ahmed et al. (2025) <doi:10.17605/OSF.IO/AWGXB>, Ahmed et al. (2023) <doi:10.1007/s00357-023-09434-2>, Ahmed et al. (2021) <doi:10.1007/s11634-021-00441-y>.

  • Maintainer: Zaheer Ahmed
  • License: GPL-3
  • Last published: 2026-02-09 13:10:21 UTC