sdc_model | R Documentation |
Checks if your model complies to RDC rules. Checks for overall number of entities and number of entities for each level of dummy variables.
sdc_model(data, model, id_var = getOption("sdc.id_var"), fill_id_var = FALSE)
data |
data.frame which was used to build the model. |
model |
The estimated model object. Can be a model type like lm, glm
and various others (anything which can be handled by |
id_var |
character The name of the id variable. Defaults to |
fill_id_var |
logical Only for very specific use cases. For example:
If Defaults to |
A list of class sdc_model
with detailed information about
options, settings, and compliance with the distinct entities criterion.
# Check simple models model_1 <- lm(y ~ x_1 + x_2, data = sdc_model_DT) sdc_model(data = sdc_model_DT, model = model_1, id_var = "id") model_2 <- lm(y ~ x_1 + x_2 + x_3, data = sdc_model_DT) sdc_model(data = sdc_model_DT, model = model_2, id_var = "id") model_3 <- lm(y ~ x_1 + x_2 + dummy_3, data = sdc_model_DT) sdc_model(data = sdc_model_DT, model = model_3, id_var = "id")
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