boot.strata {PSAboot} | R Documentation |
Stratification implementation for bootstrapping.
Description
Stratification implementation for bootstrapping.
Usage
boot.strata(Tr, Y, X, X.trans, formu, nstrata = 5, ...)
Arguments
Tr |
vector indicating treatment assignment. |
Y |
vector of outcome. |
X |
matrix or data frame of covariates. |
X.trans |
a data frame of |
formu |
the formula to use to estimate propensity scores. Note that the
dependent varaible (i.e. treatment varaible) name will be updated using
the |
nstrata |
number of strata to divide the propensity scores. |
... |
other parameters passed from |
Value
a list with three elements:
summary
a named numeric vector (with at minimum
estimate
,ci.min
, andci.max
but other values allowed)balance
a named numeric vector with one element per covariate listed in
X.trans
representing a balance statistic (usually standardized effect size after adjustment)details
an arbitrary object that contains the full results of the analysis