10 citations · 24 across the 16 of their papers we have counts for
18 papers
Manipulation Testing in Boundary Discontinuity Designs
Federico A. Bugni, Federico Crippa, Daniel Restrepo
We propose the first manipulation test designed for boundary discontinuity designs (BDDs) with general boundary shapes. A BDD is a multidimensional extension of the regression disc…
Demand estimation without outside good shares
Federico A. Bugni, Joel L. Horowitz, Linqi Zhang
The BLP model is the workhorse framework for estimating demand for differentiated products using aggregate product shares. In practice, however, the share of the outside good is of…
Testing Conditional Stochastic Dominance at Target Points
Federico A. Bugni, Ivan A. Canay, Deborah Kim
This paper introduces a test for conditional stochastic dominance between two distributions at prespecified values of a conditioning covariate, referred to as target points. The te…
Marginal homogeneity tests with panel data
Federico Bugni, Jackson Bunting, Muyang Ren
A panel dataset satisfies marginal homogeneity if the time-specific marginal distributions are homogeneous or time-invariant. Marginal homogeneity is relevant in many economic sett…
On the power properties of inference for parameters with interval identified sets
Federico A. Bugni, Mengsi Gao, Filip Obradovic +1
This paper studies the power properties of confidence intervals (CIs) for a partially-identified parameter of interest with an interval identified set. We assume the researcher has…
Identification and Inference on Treatment Effects under Covariate-Adaptive Randomization and Imperfect Compliance
Federico A. Bugni, Mengsi Gao, Filip Obradovic +1
Randomized controlled trials (RCTs) frequently utilize covariate-adaptive randomization (CAR) (e.g., stratified block randomization) and commonly suffer from imperfect compliance.…
Inference in Auctions with Many Bidders Using Transaction Prices
Federico A. Bugni, Yulong Wang
This paper studies inference in first-price and second-price sealed-bid auctions with many bidders, using an asymptotic framework where the number of bidders increases while the nu…
Decomposition and Interpretation of Treatment Effects in Settings with Delayed Outcomes
Federico A. Bugni, Ivan A. Canay, Steve McBride
This paper studies settings where the analyst is interested in identifying and estimating the average \emph{direct} causal effect of a binary treatment on an outcome. We consider a…
Inference for Cluster Randomized Experiments with Non-ignorable Cluster Sizes
Federico Bugni, Ivan Canay, Azeem Shaikh +1
This paper considers the problem of inference in cluster randomized experiments when cluster sizes are non-ignorable. Here, by a cluster randomized experiment, we mean one in which…
Inference under Covariate-Adaptive Randomization with Imperfect Compliance
Federico A. Bugni, Mengsi Gao
This paper studies inference in a randomized controlled trial (RCT) with covariate-adaptive randomization (CAR) and imperfect compliance of a binary treatment. In this context, we…
Testing homogeneity in dynamic discrete games in finite samples
Federico A. Bugni, Jackson Bunting, Takuya Ura
The literature on dynamic discrete games often assumes that the conditional choice probabilities and the state transition probabilities are homogeneous across markets and over time…
Permutation-based tests for discontinuities in event studies
Federico A. Bugni, Jia Li, Qiyuan Li
We propose using a permutation test to detect discontinuities in an underlying economic model at a known cutoff point. Relative to the existing literature, we show that this test i…
Subvector Inference in Partially Identified Models with Many Moment Inequalities
Alexandre Belloni, Federico Bugni, Victor Chernozhukov
This paper considers inference for a function of a parameter vector in a partially identified model with many moment inequalities. This framework allows the number of moment condit…
Testing Continuity of a Density via g-order statistics in the Regression Discontinuity Design
Federico A. Bugni, Ivan A. Canay
In the regression discontinuity design (RDD), it is common practice to assess the credibility of the design by testing the continuity of the density of the running variable at the…
Permutation Tests for Equality of Distributions of Functional Data
Federico A. Bugni, Joel L. Horowitz
Economic data are often generated by stochastic processes that take place in continuous time, though observations may occur only at discrete times. For example, electricity and gas…
On the iterated estimation of dynamic discrete choice games
Federico A. Bugni, Jackson Bunting
We study the asymptotic properties of a class of estimators of the structural parameters in dynamic discrete choice games. We consider K-stage policy iteration (PI) estimators, whe…
Inference in partially identified models with many moment inequalities using Lasso
Federico A. Bugni, Mehmet Caner, Anders Bredahl Kock +1
This paper considers inference in a partially identified moment (in)equality model with many moment inequalities. We propose a novel two-step inference procedure that combines the…
Inference in Dynamic Discrete Choice Problems under Local Misspecification
Federico A. Bugni, Takuya Ura
Single-agent dynamic discrete choice models are typically estimated using heavily parametrized econometric frameworks, making them susceptible to model misspecification. This paper…