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  • Your search results: "Susan Athey"
Showing 1 - 20 results of 454 for search '"Susan Athey"', query time: 1.65s Narrow search
  • 1
    Cover Image Journal Article
    Beyond prediction: Using big data for policy problems
    by Athey, Susan Published in Science (American Association for the Advancement of Science) (03.02.2017)
    “...Machine-learning prediction methods have been extremely productive in applications ranging from medicine to allocating fire and health inspectors in cities...”
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  • 2
    Cover Image Journal Article
    The State of Applied Econometrics: Causality and Policy Evaluation
    by Susan Athey   Guido W. Imbens Published in The Journal of economic perspectives (01.04.2017)
    “...In this paper, we discuss recent developments in econometrics that we view as important for empirical researchers working on policy evaluation questions. We...”
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  • 3
    Cover Image Journal Article
    Generalized random forests
    by Athey, Susan   Tibshirani, Julie   Wager, Stefan Published in The Annals of statistics (01.04.2019)
    “...We propose generalized random forests, a method for nonparametric statistical estimation based on random forests (Breiman [Mach. Learn. 45 (2001) 5–32]) that...”
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  • 4
    Cover Image Journal Article
    Economists (and Economics) in Tech Companies
    by Susan Athey   Michael Luca Published in The Journal of economic perspectives (01.01.2019)
    “...As technology platforms have created new markets and new ways of acquiring information, economists have come to play an increasingly central role in tech...”
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  • 5
    Cover Image Journal Article
    AN EFFICIENT DYNAMIC MECHANISM
    by Susan Athey   Ilya Segal Published in Econometrica (01.11.2013)
    “...This paper constructs an efficient, budget-balanced, Bayesian incentive-compatible mechanism for a general dynamic environment with quasilinear payoffs in...”
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  • 6
    Cover Image Journal Article
    Policy Learning With Observational Data
    by Athey, Susan   Wager, Stefan Published in Econometrica (01.01.2021)
    “...In many areas, practitioners seek to use observational data to learn a treatment assignment policy that satisfies application‐specific constraints, such as...”
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  • 7
    Cover Image Journal Article
    POSITION AUCTIONS WITH CONSUMER SEARCH
    by Susan Athey   Glenn Ellison Published in The Quarterly journal of economics (01.08.2011)
    “...This article examines a model in which advertisers bid for "sponsored-link" positions on a search engine. The value advertisers derive from each position is...”
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  • 8
    Cover Image Journal Article
    Recursive partitioning for heterogeneous causal effects
    by Susan Athey   Guido Imbens Published in Proceedings of the National Academy of Sciences - PNAS (05.07.2016)
    “...In this paper we propose methods for estimating heterogeneity in causal effects in experimental and observational studies and for conducting hypothesis tests...”
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  • 9
    Cover Image Journal Article
    The Impact of Consumer Multi-homing on Advertising Markets and Media Competition
    by Athey, Susan   Calvano, Emilio   Gans, Joshua S Published in Management science (01.04.2018)
    “...We develop a model of advertising markets in an environment where consumers may switch (or “multi-home”) across publishers. Consumer switching generates...”
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  • 10
    Cover Image Journal Article
    COMPARING OPEN AND SEALED BID AUCTIONS: EVIDENCE FROM TIMBER AUCTIONS
    by Susan Athey   Jonathan Levin   Enrique Seira Published in The Quarterly journal of economics (01.02.2011)
    “...We study entry and bidding patterns in sealed bid and open auctions. Using data from the U.S. Forest Service timber auctions, we document a set of systematic...”
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  • 11
    Cover Image Journal Article
    A Measure of Robustness to Misspecification
    by Susan Athey   Guido Imbens Published in The American economic review (01.05.2015)
    “...Researchers often report estimates and standard errors for the object of interest (such as a treatment effect) based on a single specification of a statistical...”
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  • 12
    Cover Image Journal Article
    Single Crossing Properties and the Existence of Pure Strategy Equilibria in Games of Incomplete Information
    by Susan Athey Published in Econometrica (01.07.2001)
    “...This paper analyzes a class of games of incomplete information where each agent has private information about her own type, and the types are drawn from an...”
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  • 13
    Cover Image Journal Article
    Yuliy Sannikov: Winner of the 2016 Clark Medal
    by Susan Athey   Andrzej Skrzypacz Published in The Journal of economic perspectives (01.04.2017)
    “...Yuliy Sannikov is an extraordinary theorist who has developed methods that offer new insights in analyzing problems that had seemed well-studied and familiar:...”
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  • 14
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    Identification and Inference in Nonlinear Difference-in-Differences Models
    by Susan Athey   Guido W. Imbens Published in Econometrica (01.03.2006)
    “...This paper develops a generalization of the widely used difference-in-differences method for evaluating the effects of policy changes. We propose a model that...”
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  • 15
    Cover Image Journal Article
    Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
    by Susan Athey   Guido Imbens   Thai Pham   Stefan Wager Published in The American economic review (01.05.2017)
    “...There is a large literature on semiparametric estimation of average treatment effects under unconfounded treatment assignment in settings with a fixed number...”
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  • 16
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    Monotone Comparative Statics under Uncertainty
    by Susan Athey Published in The Quarterly journal of economics (01.02.2002)
    “...This paper analyzes monotone comparative statics predictions in several classes of stochastic optimization problems. The main results characterize necessary...”
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  • 17
    Cover Image Journal Article
    Collusion with Persistent Cost Shocks
    by Susan Athey   Kyle Bagwell Published in Econometrica (01.05.2008)
    “...We consider a dynamic Bertrand game in which prices are publicly observed and each firm receives a privately observed cost shock in each period. Although cost...”
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  • 18
    Cover Image Journal Article
    Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis
    by Abadie, Alberto   Athey, Susan   Imbens, Guido W   Wooldridge, Jeffrey M Published in Econometrica (01.01.2020)
    “...Consider a researcher estimating the parameters of a regression function based on data for all 50 states in the United States or on data for all visits to a...”
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  • 19
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    Machine Learning Methods That Economists Should Know About
    by Athey, Susan   Imbens, Guido W Published in Annual review of economics (02.08.2019)
    “...We discuss the relevance of the recent machine learning (ML) literature for economics and econometrics. First we discuss the differences in goals, methods, and...”
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  • 20
    Cover Image Journal Article
    Dynamics of Open Source Movements
    by Athey, Susan   Ellison, Glenn Published in Journal of economics & management strategy (Summer 2014)
    “...This paper considers a dynamic model of the evolution of open‐source software projects, focusing on the evolution of quality, contributing programmers, and...”
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