/ci-mispron

Code to replicate results from "Preschoolers rely on rich speech representations to process variable speech."

Primary LanguageTeX

ci-mispron

Code to replicate results from:

Cychosz, M., Mahr, T., Munson, B., Newman, R., & Edwards, J. R. (accepted). Preschoolers rely on rich speech representations to process variable speech. Child Development. 10.31234/osf.io/cj8qp

datasets

  • model.csv.gz - contains props of looks to target for all children

  • scores.csv - contains scores for standardized assessments

  • audio_info.csv - contains audiological information for children with cochlear implants

  • hearing_age.csv - contains hearing ages for all participants

  • audiological_info.csv - generated by 1_audiological_information.R

modeling and scripts to replicate results

  • 0_match_children.Rmd - match children with cochlear implants to children with typical hearing by vocabulary size and hearing age

  • 1_audiological_information.R - organize etiological information for children with cochlear implants

  • 2_modeling.Rmd - replicate the results section of the manuscript

  • 2a_modeling_novelWords.Rmd - replicate supplementary materials II, comparing responses to real versus novel words

manuscript

manuscript.pdf

extra scripts

  • 99_elogit_demo.Rmd - verify that we don't need to weight observations within the GAMMs

  • create_dark_tables.R - a function to render darker in-line Kable tables when using a dark RStudio theme