get_opt_gamma {CopSens} | R Documentation |
Obtain Optimized Sensitivity Parameters Using Multivariate Calibration Criterion
Description
Obtain Optimized Sensitivity Parameters Using Multivariate Calibration Criterion
Usage
get_opt_gamma(
mu_y_dt,
mu_u_dt,
cov_u_t,
sigma_y_t,
R2_constr = 1,
normtype = "L2",
...
)
Arguments
mu_y_dt |
Scalar or vector that contains naive estimates of treatment effects ignoring confounding. |
mu_u_dt |
Matrix of difference in conditional confounder means, |
cov_u_t |
Covariance matrix of confounders conditional on treatments. |
sigma_y_t |
Scalar of the standard deviation of outcome conditional on treatments. |
R2_constr |
an optional scalar or vector specifying the upper limit constraint on |
normtype |
character. Optional function |
... |
further arguments passed to |
Value
Optimized sensitivity parameters.