summary.mrd: Summarize the Multivariate Regression Discontinuity

In rddapp: Regression Discontinuity Design Application

Summarize the Multivariate Regression Discontinuity

Description

summary.mrd is a summary method for class "mrd". It is based on summary.RD function in the "rdd" package.

Usage

## S3 method for class 'mrd'
summary(object, level = 0.95, digits = max(3, getOption("digits") - 3), ...)

Arguments

object	An object of class "mrd", usually a result of a call to mrd_est.
level	A numeric value between 0 and 1 specifying the confidence level for confidence intervals. The default is 0.95.
digits	A non-negative integer specifying the number of digits to display. The default is max(3, getOption("digits") - 3).
...	Additional arguments passed to summary.

Value

summary.mrd returns a list which has the following components depending on methods implemented in the "mrd" object:

center_coefficients	A matrix containing bandwidths, number of observations, estimates, SEs, confidence intervals, z-values and p-values for each estimated bandwidth and/or parametric model.
univR_coefficients	A matrix containing bandwidths, number of observations, estimates, SEs, confidence intervals, z-values and p-values for each estimated bandwidth and/or parametric model.
univM_coefficients	A matrix containing bandwidths, number of observations, estimates, SEs, confidence intervals, z-values and p-values for each estimated bandwidth and/or parametric model.
front_coefficients	A matrix containing estimates and confidence intervals (if applicable) for the complete model.
front_ht_coefficients	A matrix containing estimates and confidence intervals (if applicable) for the heterogeneous treatment model.
front_t_coefficients	A matrix containing estimates and confidence intervals (if applicable) for the treatment only model.

References

Drew Dimmery (2016). rdd: Regression Discontinuity Estimation. R package version 0.57. https://CRAN.R-project.org/package=rdd

rddapp documentation built on April 6, 2023, 1:15 a.m.