Manipulation Testing Based on Density Discontinuity

By M. D. Cattaneo, Michael Jansson, Xinwei Ma. 2018

530 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/ec184bf24fc9105db281193e359538885be4e056

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. R. Titiunik
2. N. Idrobo
3. Gonzalo Vázquez-Baré
4. M. D. Cattaneo

In Statistics and Probability

1. M. D. Cattaneo
2. R. Titiunik
3. Gonzalo Vázquez-Baré
4. N. Idrobo
5. Max H. Farrell
6. Sebastian Calonico
7. Alberto Abadie
8. Juan-Carlos Escanciano

Citations in the corpus

• Power calculations for regression-discontinuity designs (2019, methodology): “See Cattaneo, Jansson, and Ma (2018b) for an introduction to rddensity and rdbwdensity for manipulation testing using the methods developed in Cattaneo, Jansson, and Ma (2018a).”
• A Practical Introduction to Regression Discontinuity Designs (2019, methodology): “In addition, the package rddensity, discussed by Cattaneo, Jansson, and Ma (2018), provides manipulation tests of density discontinuity based on local polynomial density estimation methods.”