artificial2sls: Artificial data set for illustration.
In ivgets: General to Specific Modeling and Indicator Saturation in 2SLS Models
artificial2sls R Documentation
Artificial data set for illustration.
Description
A data set containing dependent variable, endogenous and exogenous
regressors, and excluded instruments for 2SLS models. The structural error is
also stored even though not observed in practice.
Usage
artificial2sls
Format
A data frame with 100 observations (rows) and 16 variables (columns):
name variable description
y dependent variable
x1 intercept
x2 relevant exogenous regressor
x3 irrelevant exogenous regressor
x4 irrelevant exogenous regressor
x5 irrelevant exogenous regressor
x6 irrelevant exogenous regressor
x7 irrelevant exogenous regressor
x8 irrelevant exogenous regressor
x9 irrelevant exogenous regressor
x10 irrelevant exogenous regressor
x11 relevant endogenous regressor
u structural error (in practice unobserved)
z11 excluded instrument
z12 excluded instrument
id unique observation identifier
ivgets documentation built on Sept. 11, 2024, 6:19 p.m.
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| artificial2sls | R Documentation |
Artificial data set for illustration.
Description
A data set containing dependent variable, endogenous and exogenous regressors, and excluded instruments for 2SLS models. The structural error is also stored even though not observed in practice.
Usage
artificial2sls
Format
A data frame with 100 observations (rows) and 16 variables (columns):
| name | variable description |
| y | dependent variable |
| x1 | intercept |
| x2 | relevant exogenous regressor |
| x3 | irrelevant exogenous regressor |
| x4 | irrelevant exogenous regressor |
| x5 | irrelevant exogenous regressor |
| x6 | irrelevant exogenous regressor |
| x7 | irrelevant exogenous regressor |
| x8 | irrelevant exogenous regressor |
| x9 | irrelevant exogenous regressor |
| x10 | irrelevant exogenous regressor |
| x11 | relevant endogenous regressor |
| u | structural error (in practice unobserved) |
| z11 | excluded instrument |
| z12 | excluded instrument |
| id | unique observation identifier |
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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