est_params: Estimate parameters

In microsoft/CausalGrid: Analysis of Subgroups

Estimate parameters

Description

Estimate parameters on the data.

Usage

est_params(obj, y, d = NULL, X, sample = "est", ret_var = FALSE)

## S3 method for class 'lm_est'
est_params(obj, y, d = NULL, X, sample = "est", ret_var = FALSE)

## S3 method for class 'simple_est'
est_params(obj, y, d = NULL, X, sample = "est", ret_var = FALSE)

## S3 method for class 'grid_rf'
est_params(obj, y, d = NULL, X, sample = "est", ret_var = FALSE)

Arguments

obj	an EstimatorPlan object
y	A N-vector
d	A N-vector or NxM matrix (so that they can be estimated jointly)
X	A NxK matrix or data.frame
sample	One of: "trtr", "trcv", "est"
ret_var	Return Variance in the return list

Value

list(param_est=...) or list(param_est=...) if ret_var

Methods (by class)

• lm_est: lm_est

• simple_est: simple_est

• grid_rf: grid_rf

microsoft/CausalGrid documentation built on Aug. 25, 2022, 9:30 a.m.