Description Usage Arguments Details Value
gen_data
generates toy data that can be used to explore FLAME and DAME
functionality.
1 
n 
Number of units desired in the data set. Defaults to 250. 
p 
Number of covariates in the data set. Must be greater than 2. Defaults to 5. 
write 
A logical scalar. If 
path 
The path to the location where the data should be written if

filename 
The name of the file to which the data should be written if

gen_data
simulates data in the format accepted by FLAME
and link{DAME}
. Covariates X_i and treatment T are both
independently generated according to a Bernoulli(0.5) distribution. The
outcome Y is generated according to Y = 15X_1  10X_2 + 5X_3 + 5T
+ ε, where ε \sim N(0, I_n). Thus, the value of p
must be at least 3 and any additional covariates beyond X_1, X_2, X_3
are irrelevant.
A data frame that may be passed to FLAME
or
DAME
. Covariates are numeric, treatment is binary numeric and
outcome is numeric.
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