rdd_bw_ik: Imbens-Kalyanaraman Optimal Bandwidth Calculation
In bquast/RDDtools: Toolbox for Regression Discontinuity Design ('RDD')
rdd_bw_ik R Documentation
Imbens-Kalyanaraman Optimal Bandwidth Calculation
Description
Imbens-Kalyanaraman optimal bandwidth
for local linear regression in Regression discontinuity designs.
Usage
rdd_bw_ik(rdd_object, kernel = c("Triangular", "Uniform", "Normal"))
Arguments
rdd_object
of class rdd_data created by rdd_data
kernel
The type of kernel used: either triangular or uniform.
Value
The optimal bandwidth
Author(s)
Matthieu Stigler <Matthieu.Stigler@gmail.com>
References
Imbens, Guido and Karthik Kalyanaraman. (2012) 'Optimal Bandwidth Choice for the regression discontinuity estimator,'
Review of Economic Studies (2012) 79, 933-959
See Also
rdd_bw_rsw Global bandwidth selector of Ruppert, Sheather and Wand (1995)
Examples
data(house)
rd<- rdd_data(x=house$x, y=house$y, cutpoint=0)
rdd_bw_ik(rd)
bquast/RDDtools documentation built on Nov. 16, 2023, 3:28 a.m.
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| rdd_bw_ik | R Documentation |
Imbens-Kalyanaraman Optimal Bandwidth Calculation
Description
Imbens-Kalyanaraman optimal bandwidth for local linear regression in Regression discontinuity designs.
Usage
rdd_bw_ik(rdd_object, kernel = c("Triangular", "Uniform", "Normal"))
Arguments
rdd_object |
of class rdd_data created by |
kernel |
The type of kernel used: either |
Value
The optimal bandwidth
Author(s)
Matthieu Stigler <Matthieu.Stigler@gmail.com>
References
Imbens, Guido and Karthik Kalyanaraman. (2012) 'Optimal Bandwidth Choice for the regression discontinuity estimator,' Review of Economic Studies (2012) 79, 933-959
See Also
rdd_bw_rsw Global bandwidth selector of Ruppert, Sheather and Wand (1995)
Examples
data(house)
rd<- rdd_data(x=house$x, y=house$y, cutpoint=0)
rdd_bw_ik(rd)
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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