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12 documents matched the search for the 2022-12-19 issue of the NEP report on Econometrics (nep-ecm), currently edited by Sune Karlsson.
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111

Interpreting Instrumental Variable Estimands with Unobserved Treatment Heterogeneity: The Effects of College Education,
Clint Harris, from arXiv.org (2022) Downloads

Extreme bound analysis based on correlation coefficient for optimal regression model,
Nguyen, Loc PhD, PostDoc, from Center for Open Science (2022) Downloads

Graph Neural Networks for Causal Inference Under Network Confounding,
Michael Leung and Pantelis Loupos, from arXiv.org (2024) Downloads

Type I Tobit Bayesian Additive Regression Trees for Censored Outcome Regression,
Eoghan O'Neill, from arXiv.org (2024) Downloads

Efficient convex PCA with applications to Wasserstein GPCA and ranked data,
Steven Campbell and Ting-Kam Leonard Wong, from arXiv.org (2024) Downloads

Identification and Estimation of Continuous-Time Job Search Models with Preference Shocks,
Peter Arcidiacono, Attila Gyetvai, Arnaud Maurel and Ekaterina S. Jardim, from National Bureau of Economic Research, Inc (2022) Downloads

Constructing Fan Charts from the Ragged Edge of SPF Forecasts,
Todd Clark, Gergely Ganics and Elmar Mertens, from Federal Reserve Bank of Cleveland (2022)
Keywords: Term Structure of Expectations; Uncertainty; Survey Forecasts; Fan Charts
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Bayesian Neural Networks for Macroeconomic Analysis,
Niko Hauzenberger, Florian Huber, Karin Klieber and Massimiliano Marcellino, from arXiv.org (2024) Downloads

Spatial Machine Learning – New Opportunities for Regional Science,
Katarzyna Kopczewska, from Faculty of Economic Sciences, University of Warsaw (2021)
Keywords: spatial machine learning, clustering, spatial covariates, spatial cross-validation, spatial autocorrelation
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Redirect the Probability Approach in Econometrics Towards PAC Learning,
Duo Qin, from Department of Economics, SOAS University of London, UK (2022)
Keywords: probability; uncertainty; machine learning; hypothesis testing; knowledge; representation
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Mediation Analysis Synthetic Control,
Giovanni Mellace and Alessandra Pasquini, from Bank of Italy, Economic Research and International Relations Area (2022)
Keywords: Synthetic Control Method, mediation analysis, causal mechanisms, direct and indirect effects
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How different are we? Identifying the degree of revealed preference heterogeneity,
Khushboo Surana, from Department of Economics, University of York (2022)
Keywords: Preference heterogeneity, Revealed preference analysis, Kemeny distance
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