Intrinsic: an r package for model-based estimation of the intrinsic dimension of a dataset

HIGHLIGHTS

• who: Francesco Denti from the (UNIVERSITY) have published the research: intRinsic: An R Package for Model-Based Estimation of the Intrinsic Dimension of a Dataset, in the Journal: (JOURNAL)
• what: After presenting the theoretical background the authors demonstrate the performance of the models on simulated datasets. The authors show how the estimation of homogeneous and heterogeneous intrinsic dimensions allows the authors to gain valuable insights into the topological structure of a dataset. The authors show how to obtain, manipulate, and interpret the different outputs. The authors assess the robustness of the methods by monitoring how . . .
  

   

  

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