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Deep learning for solving dynamic economic models.

Maliar, Lilia; Maliar, Serguei; Winant, Pablo - In: Journal of monetary economics 122 (2021), pp. 76-101

Persistent link: https://www.econbiz.de/10013269349

Deep Learning : Solving HANC and HANK Models in the Absence of Krusell-Smith Aggregation

Maliar, Lilia; Maliar, Serguei - 2021

Heterogeneous-agent neoclassical model (HANC) studied by Krusell and Smith (1998) has savings through capital. This model has a remarkable feature of approximate aggregation: the mean of wealth distribution can be accurately predicted with the mean of past wealth distribution. However, if...

Persistent link: https://www.econbiz.de/10013244806

When the U.S. catches a cold, Canada sneezes : a lower-bound tale told by deep learning

Lepetyuk, Vadym; Maliar, Lilia; Maliar, Serguei - In: Journal of economic dynamics & control 117 (2020), pp. 1-37

Persistent link: https://www.econbiz.de/10012503249

Deep learning classification : modeling discrete labor choice

Maliar, Lilia; Maliar, Serguei - In: Journal of economic dynamics & control 135 (2022), pp. 1-25

Persistent link: https://www.econbiz.de/10013387814

Household savings and monetary policy under individual and aggregate stochastic volatility

Gorodnichenko, Yuriy; Maliar, Lilia; Maliar, Serguei; … - 2020

Persistent link: https://www.econbiz.de/10012504381

Deep learning classification : modeling discrete labor choice

Maliar, Lilia; Maliar, Serguei - 2020

Persistent link: https://www.econbiz.de/10012309125

Will artificial intelligence replace computational economists any time soon?

Maliar, Lilia; Maliar, Serguei; Winant, Pablo - 2019

Persistent link: https://www.econbiz.de/10012196835

When the U.S. catches a cold, Canada sneezes : a lower-bound tale told by deep learning

Lepetyuk, Vadym; Maliar, Lilia; Maliar, Serguei - 2019

Persistent link: https://www.econbiz.de/10012196854

Testing for asymmetric information in insurance with deep learning

Maliar, Serguei; Salanié, Bernard - 2024

Persistent link: https://www.econbiz.de/10014535078

Predicting retirement and social security claiming decisions using machine learning

Kwon, Alexander; Maliar, Lilia - 2024

Persistent link: https://www.econbiz.de/10014564329

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