Regression discontinuity designs

MD Cattaneo, R Titiunik - Annual Review of Economics, 2022 - annualreviews.org
The regression discontinuity (RD) design is one of the most widely used nonexperimental
methods for causal inference and program evaluation. Over the last two decades, statistical …

Regression kink with an unknown threshold

BE Hansen - Journal of Business & Economic Statistics, 2017 - Taylor & Francis
This article explores estimation and inference in a regression kink model with an unknown
threshold. A regression kink model (or continuous threshold model) is a threshold …

[图书][B] Tax Capacity and Growth: Is There a Tipping Point?

V Gaspar, L Jaramillo, MP Wingender - 2016 - books.google.com
Is there a minimum tax to GDP ratio associated with a significant acceleration in the process
of growth and development? We give an empirical answer to this question by investigating …

The effects of career and technical education: Evidence from the Connecticut technical high school system

EJ Brunner, SM Dougherty, SL Ross - Review of Economics and …, 2023 - direct.mit.edu
We examine the effect of attending stand-alone technical high schools in Connecticut using
regression discontinuity. Male students are 10 percentage points more likely to graduate …

Does a Carbon Tax Reduce CO2 Emissions? Evidence from British Columbia

F Pretis - Environmental and Resource Economics, 2022 - Springer
Using difference-in-differences, synthetic control, and introducing a new break-detection
approach, I show that the introduction of North America's first major carbon tax has reduced …

A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years

M Villamizar‐Villegas, FA Pinzon‐Puerto… - Journal of Economic …, 2022 - Wiley Online Library
In this paper we detail the entire Regression Discontinuity Design (RDD) history, including
its origins in the 1960s, and its two main waves of formalization in the 1970s and 2000s …

Regression discontinuity applications with rounding errors in the running variable

Y Dong - Journal of Applied Econometrics, 2015 - Wiley Online Library
Many empirical applications of regression discontinuity (RD) models use a running variable
that is rounded and hence discrete, eg age in years, or birth weight in ounces. This paper …

Identifying platform effects in social media data

M Malik, J Pfeffer - Proceedings of the International AAAI Conference …, 2016 - ojs.aaai.org
Even when external researchers have access to social media data, they are not privy to
decisions that went into platform design—including the measurement and testing that goes …

Estimating information cost functions in models of rational inattention

A Dewan, N Neligh - Journal of Economic Theory, 2020 - Elsevier
Abstract Models of costly information acquisition have grown in popularity in economics.
However, little is known about what form information costs take in reality. We show that …

Higher-Achievement Schools, Peers and Mental Health

A Bütikofer, R Ginja, KV Løken… - The Economic …, 2023 - academic.oup.com
Although many students suffer from anxiety and depression, and often identify school
pressure and concerns about their futures as the main reasons for their worries, little is …