check_raw_data {dRiftDM} | R Documentation |
Check the Observed Data
Description
Checks a data set that is considered an "observed data set". Used in the internals of dRiftDM.
Usage
check_raw_data(obs_data, b_coding_column, u_value, l_value)
Arguments
obs_data |
|
b_coding_column |
a single string, indicating which column of |
u_value , l_value |
the value within the |
Details
Checks:
if
obs_data
is a data.frameFor missing Values, and drops rows with missing values
if "RT",
b_coding_column
, and "Cond" column are presentif "Cond" is of type character, and if not casts it to character
if RT is of type numeric, and of not casts it to numeric
RTs are >= 0
that the values in
b_coding_column
match with u_value and l_value (casts the column if necessary)if
b_coding_column
has only 1 or 2 unique valuesWhen IDs are present, if each ID has values on each condition. At the same time unused factor levels are dropped drop_levels_ID_column
Value
the obs_data
for convenience (with edits as listed under Details).