Description Usage Arguments Value
Main augmented estimate function for extendAUG
1 | augmented_est(m, x, s, y, val_x, val_s, val_y)
|
m |
size of validation set (i.e., 100, 200, 400, & 800) |
x |
n*i matrix (predictors with dim n: size of full data times i: num of predictors) |
s |
surrogate phenotypes |
y |
true phenotypes (with NA) |
val_x |
value of x |
val_s |
value of s |
val_y |
value of y |
estimates, variance, and ci of three models (M1 valid, M2 native & M4 augment)
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