IKbandwidth: Imbens-Kalyanaraman Optimal Bandwidth Calculation
In rdd: Regression Discontinuity Estimation
Description
Usage
Arguments
Value
Author(s)
References
Description
IKbandwidth calculates the Imbens-Kalyanaraman optimal bandwidth
for local linear regression in Regression discontinuity designs.
Usage
1
IKbandwidth(X, Y, cutpoint = NULL, verbose = FALSE, kernel = "triangular")
Arguments
X
a numerical vector which is the running variable
Y
a numerical vector which is the outcome variable
cutpoint
the cutpoint
verbose
logical flag indicating whether to print more information to the terminal. Default is FALSE.
kernel
string indicating which kernel to use. Options are "triangular" (default and recommended),
"rectangular", "epanechnikov", "quartic", "triweight", "tricube",
"gaussian", and "cosine".
Value
The optimal bandwidth
Author(s)
Drew Dimmery <drewd@nyu.edu>
References
Imbens, Guido and Karthik Kalyanaraman. (2009) "Optimal Bandwidth Choice for the regression discontinuity estimator," NBER Working Paper Series. 14726. http://www.nber.org/papers/w14726
rdd documentation built on May 2, 2019, 10:22 a.m.
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Description Usage Arguments Value Author(s) References
Description
IKbandwidth calculates the Imbens-Kalyanaraman optimal bandwidth
for local linear regression in Regression discontinuity designs.
Usage
1 | IKbandwidth(X, Y, cutpoint = NULL, verbose = FALSE, kernel = "triangular")
|
Arguments
X |
a numerical vector which is the running variable |
Y |
a numerical vector which is the outcome variable |
cutpoint |
the cutpoint |
verbose |
logical flag indicating whether to print more information to the terminal. Default is |
kernel |
string indicating which kernel to use. Options are |
Value
The optimal bandwidth
Author(s)
Drew Dimmery <drewd@nyu.edu>
References
Imbens, Guido and Karthik Kalyanaraman. (2009) "Optimal Bandwidth Choice for the regression discontinuity estimator," NBER Working Paper Series. 14726. http://www.nber.org/papers/w14726
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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