summary.mrd: Summarize the Multivariate Regression Discontinuity

Description Usage Arguments Value

Description

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

Usage

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## 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

Numerical value between 0 and 1. Confidence level for confidence intervals.

digits

Number of digits to display.

...

Additional arguments.

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.

univR_coefficients

A matrix containing bandwidths, number of observations, estimates, SEs, confidence intervals, z-values and p-values for each estimated bandwidth.

univM_coefficients

A matrix containing bandwidths, number of observations, estimates, SEs, confidence intervals, z-values and p-values for each estimated bandwidth.

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.


rddapp documentation built on May 1, 2019, 8:04 p.m.