populate_cdi_percentiles: Populate the provided cdi data with percentile values for...

In langcog/peekbankr: Accessing the Peekbank Database and working with Peekbank data

Populate the provided cdi data with percentile values for that specific age, instrument_type, measure and language. Loosely based on the work from this repo https://github.com/kachergis/cdi-percentiles/tree/main by George Kachergis and Jess Mankewitz with advice from Virginia Marchman.

Description

Populate the provided cdi data with percentile values for that specific age, instrument_type, measure and language. Loosely based on the work from this repo https://github.com/kachergis/cdi-percentiles/tree/main by George Kachergis and Jess Mankewitz with advice from Virginia Marchman.

Usage

populate_cdi_percentiles(subjects_table)

Arguments

subjects_table

a subjects table with unnested cdi data, needs columns "subject_id", "language", "instrument_type", "age", "sex", "measure", "rawscore"

Value

the input table with added columns containing the reference age used, the reference year used, and both gender specific and general percentile values for the cdi score

Examples

full_cdi_data <- all_subjects %>%
  unnest(subject_aux_data) %>%
  filter(!is.na(cdi_responses)) %>%
  unnest(cdi_responses) %>%
  peekbankr::cleanup_cdi_data() %>%
  peekbankr::populate_cdi_percentiles()

langcog/peekbankr documentation built on Dec. 23, 2024, 10:08 p.m.