saltr2 {ovbsa} | R Documentation |
probability of conclusion being overturned using total R2-based analysis
Description
probability of conclusion being overturned using total R2-based analysis
Usage
saltr2(
alpha,
data,
outcome,
treatment,
bnch_reg,
other_reg,
N,
maxkd = NULL,
maxky = NULL,
k_kd = 1,
k_ky = 1
)
Arguments
alpha |
significance level for hypothesis test (e.g. 0.05) |
data |
data frame for analysis |
outcome |
name of outcome variable |
treatment |
name of treatment variable |
bnch_reg |
name(s) of benchmark covariate(s) |
other_reg |
name(s) of other covariate(s) |
N |
number of points on grid = N^2 |
maxkd |
max of sensitivity parameter kD |
maxky |
max of sensitivity parameter kY |
k_kd |
mode (and median) of sensitivity parameter kD |
k_ky |
mode (and median) of sensitivity parameter kY |
Value
list with the following elements:
dataplot |
data set used for contour plot |
kdmax |
max of sensitivity parameter kD |
kymax |
max of sensitivity parameter kY |
frac_prob |
prob of conclusion being overturned (unwt) |
frac_prob_wt |
prob of conclusion being overturned (wt) |
frac_prob_rest |
prob of conclusion being overturned (unwt, rest) |
frac_prob_rest_wt |
prob of conclusion being overturned (wt, rest) |
Examples
require("sensemakr")
Y <- "peacefactor"
D <- "directlyharmed"
X <- "female"
X_oth <- c("village","age","farmer_dar","herder_dar","pastvoted","hhsize_darfur")
darfur1 <- dplyr::slice_sample(darfur, prop=0.25)
res3 <- saltr2(alpha=0.05,data=darfur1,outcome=Y,treatment=D,bnch_reg=X,other_reg=X_oth,N=500)
[Package ovbsa version 2.0.0 Index]