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childlanguageinfo

A set of analyses for classifying communicative acts in children's conversations and characterizing their dynamics over development.

Analysis pipeline:

  1. Cleaning of the corpus, preparation for HTMM, and cleaning of HTMM output files happens in analyses/htmm_pipeline.Rmd
    Code for the HTMM itself, by Gruber, Weiss, and Rosen-Zvi (2007), can be found at https://code.google.com/archive/p/openhtmm/ Code for examining and deciding on the desired number of topics is in analyses/n_topics.Rmd
  2. Entropy analyses occur in analyses/entropy_analysis_code.Rmd
  3. Mutual information analyses occur in analyses/mutual_information.R
  4. From there, all final analyses can be run in the files for generating the papers: writing/cogsci2021.Rmd and writing/topiCS.Rmd

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