gendist1: Generate test distribution 1
In jkcshea/ivmte: Instrumental Variables: Extrapolation by Marginal Treatment Effects
gendist1 R Documentation
Generate test distribution 1
Description
This function generates a data set for testing purposes. There is a
single instrument that takes on values of 1 or 2, and the
distribution of the values for the binary instrument is
uniform. The MTRs are m0 ~ 0 + u and m1 ~ 1 + u. All unobservables
u are integrated out.
Usage
gendist1(subN = 5, p1 = 0.4, p2 = 0.6)
Arguments
subN
integer, default set to 5. This is the number of
individuals possessing each value of the instrument. So the
total number of observations is subN * 2.
p1
the probability of treatment for those with the
instrument Z = 1.
p2
the probability of treatment for those with the
instrument Z = 2.
Value
a data.frame.
jkcshea/ivmte documentation built on Aug. 31, 2024, 6:44 p.m.
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| gendist1 | R Documentation |
Generate test distribution 1
Description
This function generates a data set for testing purposes. There is a single instrument that takes on values of 1 or 2, and the distribution of the values for the binary instrument is uniform. The MTRs are m0 ~ 0 + u and m1 ~ 1 + u. All unobservables u are integrated out.
Usage
gendist1(subN = 5, p1 = 0.4, p2 = 0.6)
Arguments
subN |
integer, default set to 5. This is the number of individuals possessing each value of the instrument. So the total number of observations is subN * 2. |
p1 |
the probability of treatment for those with the instrument Z = 1. |
p2 |
the probability of treatment for those with the instrument Z = 2. |
Value
a data.frame.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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