The slope of the Phillips Curve: evidence from US states

J Hazell, J Herreno, E Nakamura… - The Quarterly Journal …, 2022 - academic.oup.com
We estimate the slope of the Phillips curve in the cross section of US states using newly
constructed state-level price indices for nontradeable goods back to 1978. Our estimates …

Learning from testimony on quantitative research in management

A King, B Goldfarb, T Simcoe - Academy of Management Review, 2021 - journals.aom.org
Published testimony in management, as in other sciences, includes cases where authors
have overstated the inferential value of their analysis. Where some scholars have diagnosed …

[图书][B] Theory and credibility: Integrating theoretical and empirical social science

S Ashworth, CR Berry, EB de Mesquita - 2021 - books.google.com
" As political science has come to depend more and more on quantitative methods, with a
significant focus on causal identification (put simply," what causes what"), there has been a …

The best of both worlds: combining randomized controlled trials with structural modeling

PE Todd, KI Wolpin - Journal of Economic Literature, 2023 - aeaweb.org
There is a long-standing debate about the extent to which economic theory should inform
econometric modeling and estimation. This debate is particularly evident in the …

On the informativeness of descriptive statistics for structural estimates

I Andrews, M Gentzkow, JM Shapiro - Econometrica, 2020 - Wiley Online Library
We propose a way to formalize the relationship between descriptive analysis and structural
estimation. A researcher reports an estimate ĉ of a structural quantity of interest c that is …

Machine learning for continuous-time finance

V Duarte, D Duarte, DH Silva - The Review of Financial Studies, 2024 - academic.oup.com
We develop an algorithm for solving a large class of nonlinear high-dimensional continuous-
time models in finance. We approximate value and policy functions using deep learning and …

Labor market returns and the evolution of cognitive skills: Theory and evidence

S Hermo, M Päällysaho, D Seim… - The Quarterly Journal …, 2022 - academic.oup.com
A large literature in cognitive science studies the puzzling “Flynn effect” of rising fluid
intelligence (reasoning skill) in rich countries. We develop an economic model in which a …

Measuring the unobservable: estimating informal economy by a structural equation modeling approach

R Dell'Anno - International Tax and Public Finance, 2023 - Springer
This article proposes a new approach to estimate the informal economy (IE) by using
Structural Equation Modeling (SEM). Using a Monte Carlo Simulation and empirical analysis …

Machine learning for continuous-time economics

V Duarte - Available at SSRN 3012602, 2018 - papers.ssrn.com
This paper proposes a global algorithm to solve a large class of nonlinear continuous-time
models in finance and economics. Using tools from machine learning, I recast problem of …

Blending theory and data: A Space Odyssey

D Donaldson - Journal of Economic Perspectives, 2022 - aeaweb.org
This article describes methods used in the field of spatial economics that combine insights
from economic theory and evidence from data in order to answer counterfactual questions. I …