IKbandwidth
(Package: rdd) :
Imbens-Kalyanaraman Optimal Bandwidth Calculation
IKbandwidth calculates the Imbens-Kalyanaraman optimal bandwidth for local linear regression in Regression discontinuity designs.
● Data Source:
CranContrib
● Keywords:
● Alias: IKbandwidth
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DCdensity
(Package: rdd) :
McCrary Sorting Test
DCdensity implements the McCrary (2008) sorting test.
● Data Source:
CranContrib
● Keywords:
● Alias: DCdensity
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RDestimate
(Package: rdd) :
Regression Discontinuity Estimation
RDestimate supports both sharp and fuzzy RDD utilizing the AER package for 2SLS regression under the fuzzy design. Local linear regressions are performed to either side of the cutpoint using the Imbens-Kalyanaraman optimal bandwidth calculation, IKbandwidth.
● Data Source:
CranContrib
● Keywords:
● Alias: RDestimate
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summary.RD
(Package: rdd) :
Summarizing Regression Discontinuity Designs
summary method for class "RD"
● Data Source:
CranContrib
● Keywords:
● Alias: summary.RD
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plot.RD
(Package: rdd) :
Plot of the Regression Discontinuity
Plot the relationship between the running variable and the outcome
● Data Source:
CranContrib
● Keywords:
● Alias: plot.RD
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print.RD
(Package: rdd) :
Print the Regression Discontinuity
Print a very basic summary of the regression discontinuity
● Data Source:
CranContrib
● Keywords:
● Alias: print.RD
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kernelwts
(Package: rdd) :
Kernel Weighting function
This function will calculate the appropriate kernel weights for a vector. This is useful when, for instance, one wishes to perform local regression.
● Data Source:
CranContrib
● Keywords:
● Alias: kernelwts
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rdd-package
(Package: rdd) :
Regression Discontinuity Estimation Package
Regression discontinuity estimation package
● Data Source:
CranContrib
● Keywords:
● Alias: rdd, rdd-package
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