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transit_cluster's Introduction

Transit clusters

Code for the paper "Clustering and Structural Robustness in Causal Diagrams" by Santtu Tikka, Jouni Helske, and Juha Karvanen.

Usage

  • Source utils.R and clustering.R to load the necessary functions. See examples.R and sangiovese.R for usage examples.

Code

  • clustering.R contains the core algorithms for finding transit clusters and transit components.
  • examples.R contains some examples for various graphs.
  • sangiovese.R contains the code for the examples in Section 6 of the paper.

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