Prepare timeseries data for outlier sites (multiple parameters)

Like prepare_ts_data() but accepts a vector of parameter IDs. When untransformed is supplied (non-NULL), joins in the original pre-transformation values (original_value, lower, upper, original_category) keyed on subject_id + parameter_category_2 + timepoint_1_name.

Usage

prepare_ts_data_multi(
  measures,
  parameter_ids,
  thresh,
  untransformed = NULL,
  plot_type = "numeric"
)

Arguments

measures

Data frame as returned by prepare_measures().

parameter_ids

Character vector of parameter IDs.

thresh

Numeric threshold for outlier flagging.

untransformed

Optional data frame with columns subject_id, parameter_category_2, timepoint_1_name, original_value, lower, upper, original_category. Pass NULL (default) to show transformed result only.

plot_type

Character scalar: "numeric", "categorical", or "bar". Controls column selection and deduplication.

Value

A data frame sorted by site, subject_id, timepoint_rank.