double_screen: Screen covariates for the outcome process with LASSO and...

Description Usage Arguments Value

Description

Screen covariates for the outcome process with LASSO and selection with SC with infinity norm

Usage

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double_screen(ipw_format, syn_format, alpha = 1, type = "sep", mine = 0,
  by = 1)

Arguments

ipw_format

Output of 'format_ipw'

syn_format

Output of 'syn_format'

alpha

Elastic net parameter

type

How to fit outcome model(s)

  • sep Separate outcome models

  • avg Average responses into 1 outcome

  • multi Use multi response regression in glmnet

mine

Smallest imbalance to consider, default 0

by

Step size for binary search of minimal L infinity error

Value


ebenmichael/ents documentation built on May 31, 2019, 8:45 p.m.