Michael Creel

Economics, Econometrics and Finance · Social Sciences

17h-index2.2kcitations60works0.02yr avg
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Research Topics

Economic and Environmental Valuation(15), Statistical Methods and Inference(11), Housing Market and Economics(7), Markov Chains and Monte Carlo Methods(7), Wildlife Ecology and Conservation(6)

Publications60 total

Constructing Efficient Simulated Moments Using Temporal Convolutional Networks
RePEc: Research Papers in Economics·2023Open Access
Inference Using Simulated Neural Moments
Econometrics·2021Open Access
Neural nets for indirect inference
Econometrics and Statistics·2016· 16 citedOpen Access
Neural Nets for Indirect Inference
Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona)·2016Open Access
Bayesian Indirect Inference and the ABC of GMM
arXiv (Cornell University)·2015· 3 citedOpen Access
A Note on Julia and MPI, with Code Examples
Computational Economics·2015· 1 citedOpen Access
On selection of statistics for approximate Bayesian computing (or the method of simulated moments)
Computational Statistics & Data Analysis·2015· 10 citedOpen Access
On the Production of Cognitive Achievement and Gaps in Test Scores
Oxford Bulletin of Economics and Statistics·2015· 1 citedOpen Access
On Selection of Statistics for Approximate Bayesian Computing or the Method of Simulated Moments
RePEc: Research Papers in Economics·2015Open Access
ABC of SV: Limited information likelihood inference in stochastic volatility jump-diffusion models
Journal of Empirical Finance·2015· 25 citedOpen Access
Graduate Econometrics Lecture Notes
DIGITAL.CSIC (Spanish National Research Council (CSIC))·2014· 5 citedOpen Access
ABC of SV: Limited Information Likelihood Inference in Stochastic Volatility Jump-Diffusion Models
2014· 8 cited
Indirect likelihood inference (revised)
Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona)·2013· 6 citedOpen Access
Econometrics on GPUs
Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona)·2012Open Access
High Performance Implementation of an Econometrics and Financial Application on GPUs
2012· 14 cited
Estimation of dynamic latent variable models using simulated non‐parametric moments
Econometrics Journal·2012· 13 cited
Indirect likelihood inference
Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona)·2011· 21 citedOpen Access
Modelling usage of medical care services: the medical expenditure panel survey data, 1996–2000
Applied Economics·2010· 1 citedOpen Access
A Data Mining Approach to Indirect Inference
Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona)·2009· 1 citedOpen Access
Density dependence and climate effects in Rocky Mountain elk: an application of regression with instrumental variables for population time series with sampling error
Journal of Animal Ecology·2009· 52 citedOpen Access
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Frequent Co-authors

John B. Loomis(8), Montserrat Farell(8), Dennis Kristensen(8), Scott Creel(2), Timothy Park(2), William L. Goffe(2), John A. Winnie(1), Bruce D. Maxwell(1), Ken Hamlin(1), Mohammad Zubair(1), Jiti Gao(1), Han Hong(1), Jonathan Chassot(1)