gendist6e: Generate test distribution 6 (has errors and a covariate)
In jkcshea/ivmte: Instrumental Variables: Extrapolation by Marginal Treatment Effects
gendist6e R Documentation
Generate test distribution 6 (has errors and a covariate)
Description
This function generates a data set for testing purposes. There is a
single instrument that is uniformly distributed over [0, 1]. The
MTRs are both of the form m ~ 1 + x + x:u.
Usage
gendist6e(N = 100, v0.sd = 1, v1.sd = 1.55)
Arguments
N
integer, default set to 100. Total number of observations
in the data.
v0.sd
numeric, standard deviation of error term for
counterfactual D = 0
v1.sd
numeric, standard deviation of error term for
counterfactual D = 1
Value
a data.frame.
jkcshea/ivmte documentation built on Aug. 31, 2024, 6:44 p.m.
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| gendist6e | R Documentation |
Generate test distribution 6 (has errors and a covariate)
Description
This function generates a data set for testing purposes. There is a single instrument that is uniformly distributed over [0, 1]. The MTRs are both of the form m ~ 1 + x + x:u.
Usage
gendist6e(N = 100, v0.sd = 1, v1.sd = 1.55)
Arguments
N |
integer, default set to 100. Total number of observations in the data. |
v0.sd |
numeric, standard deviation of error term for
counterfactual |
v1.sd |
numeric, standard deviation of error term for
counterfactual |
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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