compute_risk: Compute risk value
In CausalGPS: Matching on Generalized Propensity Scores with Continuous Exposures

compute_risk

R Documentation

Compute risk value

Calculates the cross-validated risk for the optimal bandwidth selection in kernel smoothing approach.

compute_risk(h, matched_Y, matched_w, matched_cw, x_eval, w_vals, kernel_appr)

`h`	A scalar representing the bandwidth value.
`matched_Y`	A vector of outcome variable in the matched set.
`matched_w`	A vector of continuous exposure variable in the matched set.
`matched_cw`	A vector of counter or weight variable in the matched set.
`w_vals`	A vector of values that you want to calculate the values of the ERF at.
`kernel_appr`	Internal kernel approach. Available options are `locpol` and `kernsmooth`.