summary.rd2d {rd2d}R Documentation

Summary Method for 2D Local Polynomial RD Estimation

Description

Summarizes estimation and bandwidth results from a 2D local polynomial regression discontinuity (RD) design, as produced by rd2d.

Usage

## S3 method for class 'rd2d'
summary(object, ...)

Arguments

object

An object of class rd2d, typically returned by rd2d.

...

Optional arguments. Supported options include:

  • CBuniform: Logical. If TRUE, displays uniform confidence bands; if FALSE (default), displays pointwise confidence intervals.

  • subset: Integer vector of indices of evaluation points to display. Defaults to all evaluation points.

  • output: Character. Use "main" to display estimation results, or "bw" to display bandwidth information. Default is "main".

  • sep_main: Integer vector of controlling the column widths of the output table when output = "main". Default is c(4, 7, 7, 7, 7, 7, 17).

  • sep_bw: Integer vector of controlling the column widths of the output table when output = "bw". Default is c(4, rep(8,8)).

  • AATE: Integer vector of weights for aggregated average treatment effect (AATE). Should have non-negative entries summing up to one. If provided, an extra row for AATE is added to the output table.

Value

No return value. This function is called for its side effects: it prints a formatted summary of rd2d results.

Author(s)

Matias D. Cattaneo, Princeton University. cattaneo@princeton.edu
RocĂ­o Titiunik, Princeton University. titiunik@princeton.edu
Ruiqi Rae Yu, Princeton University. rae.yu@princeton.edu

See Also

rd2d for estimation using 2D local polynomial RD design.

Supported methods: print.rd2d, summary.rd2d.


[Package rd2d version 0.0.2 Index]