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Ashish Kumar (JHU)'s Projects

as.180.369 icon as.180.369

Johns Hopkins AS.180.369—“Tools for Writing a Research Paper in Economics” (Fall 2023)

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informal proposals for papers that could be implemented using the ARK

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Solving and Simulating Several Heterogeneous Agents Borrowing and Savings Models

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This course teaches you computational methods to solve deterministic as well as stochastic life-cycle models with overlapping generations using Python.

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Demonstrations of how to use material in the Econ-ARK

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Estimagic is a Python package for nonlinear optimization with or without constraints. It is particularly suited to solve difficult nonlinear estimation problems. On top, it provides functionality to perform statistical inference on estimated parameters.

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Heterogenous Agents Resources & toolKit

olglinkedbequest icon olglinkedbequest

A code library and a detailed toolkit on how to solve, simulate, and estimate an overlapping generations model with family-linked accidental and voluntary bequest, intergenerational transmission of skills, persistent idiosyncratic income risk, permanent income heterogeneity, and retirement.

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Replications and Explorations Made using the ARK

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