prepare_data {logib} | R Documentation |
Prepares a dataframe for the analysis
Description
Prepares a dataframe for the analysis in three steps:
Checks whether
sex
,age
, andentry_date
have the correct format and whether their specifications are plausibleBuild the dataframe used for the analysis
Check each row of the dataframe for correctness and plausibility
Usage
prepare_data(
data,
reference_month,
reference_year,
usual_weekly_hours,
female_spec = "F",
male_spec = "M",
age_spec = NULL,
entry_date_spec = NULL
)
Arguments
data |
a dataframe object as produced by |
reference_month |
a number indicating the reference month of the analysis |
reference_year |
a number indicating the reference year of the analysis |
usual_weekly_hours |
an optional numeric representing the usual weekly working hours |
female_spec |
a string or number indicating the way females are specified in the dataset |
male_spec |
a string or number indicating the way males are specified in the dataset |
age_spec |
a string indicating the age specification, can be one of
|
entry_date_spec |
a string indicating the entry_date specification, can
be one of |
Value
a data.frame which has no incorrect rows left and can be used to estimate the standard analysis model