NEWS

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cclustr 0.1.1 (2026-05-18)

• Initial release on CRAN.

New features

• as_mild_list(): standardizes multiple imputation outputs into a unified list of completed datasets.
• cluster_imputations(): applies clustering algorithms across all imputed datasets.
• consensus_clustering(): builds a consensus partition via co-assignment matrix.
• validate_clustering(): computes internal and stability validation metrics.
• choose_best_clustering(): selects the optimal k via weighted rank aggregation.
• run_mi_clustering(): convenience wrapper for the full pipeline.
• plot_consensus_matrix(): heatmap of the co-assignment matrix.
• plot_consensus_dendrogram(): dendrogram of the consensus solution.
• plot_validation_metrics(): multi-panel plot of validation metrics.