The slope of the Phillips Curve: evidence from US states
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 …
constructed state-level price indices for nontradeable goods back to 1978. Our estimates …
Learning from testimony on quantitative research in management
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 …
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
" 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 …
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 …
econometric modeling and estimation. This debate is particularly evident in the …
On the informativeness of descriptive statistics for structural estimates
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 …
estimation. A researcher reports an estimate ĉ of a structural quantity of interest c that is …
Machine learning for continuous-time finance
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 …
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
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 …
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 …
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 …
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 …
from economic theory and evidence from data in order to answer counterfactual questions. I …