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Inference using simulated neural moments

Creel, Michael D. - In: Econometrics : open access journal 9 (2021) 4, pp. 1-15

This paper studies method of simulated moments (MSM) estimators that are implemented using Bayesian methods, specifically Markov chain Monte Carlo (MCMC). Motivation and theory for the methods is provided by Chernozhukov and Hong (2003). The paper shows, experimentally, that confidence intervals...

Persistent link: https://www.econbiz.de/10012642418

An emotional learning-neuro-fuzzy inference approach for optimum training and forecasting of gas consumption estimation models with cognitive data

Azadeh, Mohammad Ali; Asadzadeh, Seyed Mohammad; … - In: Technological forecasting & social change : an … 91 (2015), pp. 47-63

Persistent link: https://www.econbiz.de/10011317278

Efficient estimation of average derivatives in NPIV models : Simulation comparisons of neural network estimators

Chen, Jiafeng; Chen, Xiaohong; Tamer, Elie T. - In: Journal of econometrics 235 (2023) 2, pp. 1848-1875

Persistent link: https://www.econbiz.de/10014471433

Artificial intelligence as structural estimation : Deep Blue, Bonanza, and AlphaGo

Igami, Mitsuru - In: The econometrics journal 23 (2020) 3, pp. S1-S24

Persistent link: https://www.econbiz.de/10012385260

Prediction of Loan Rate for Mortgage Data : Deep Learning Versus Robust Regression

Wang, Donglin; Hong, Don; Wu, Qiang - In: Computational economics 61 (2023) 3, pp. 1137-1150

Persistent link: https://www.econbiz.de/10014252161

Confidence regions for stochastic variational inequalities

Lu, Shu; Amarjit, Budhiraja - In: Mathematics of operations research 38 (2013) 3, pp. 545-568

Persistent link: https://www.econbiz.de/10009787363

Statistical inference for richness measures

Brzezinski, Michal - In: Applied economics 46 (2014) 13/15, pp. 1599-1608

Persistent link: https://www.econbiz.de/10010412924

Correcting misclassification bias in regression models with variables generated via data mining

Qiao, Mengke; Huang, Ke-Wei - In: Information systems research : ISR 32 (2021) 2, pp. 462-480

Persistent link: https://www.econbiz.de/10012599859

Statistical inference with PLSc using bootstrap confidence intervals

Aguirre-Urreta, Miguel I.; Rönkkö, Mikko - In: Management information systems : mis quarterly 42 (2018) 3, pp. 1001-1020

Persistent link: https://www.econbiz.de/10011919706

Mind the gap : accounting for measurement error and misclassification in variables generated via data mining

Yang, Mochen; Adomavicius, Gediminas; Burtch, Gordon; … - In: Information systems research : ISR 29 (2018) 1, pp. 4-24

Persistent link: https://www.econbiz.de/10011866140

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