Giter Club home page Giter Club logo

gegravity's Introduction

gegravity: General Equilibrium Gravity Modeling in Python


gegravity is a Python package containing tools used to estimate general equilibrium (GE) structural gravity models and simulate counterfactual experiments. The package is based on the well established version of the gravity model described by Yotov, Piermartini, Monteiro, and Larch (2016) An Advanced Guide to Trade Policy Analysis: The Structural Gravity Model. It implements the structural GE gravity model in a general, robust, and easy to use manner in an effort to make GE gravity modeling more accessible for researchers and policy analysts.

The package provides several useful tools for structural gravity modeling.

  1. It computes theory consistent estimates of the structural multilateral resistance terms of Anderson and van Wincoop (2003) "Gravity with Gravitas" from standard econometric gravity results.

  2. It simulates GE effects from counterfactual experiments such as new trade agreements or changes to other trade costs. The model can be flexibly used to study aggregate or sector level trade as well as many different types of trade costs and policies.

  3. It conducts Monte Carlo simulations that provide a means to compute standard errors and other measures of statistical precision for the GE model results.

For more information about the GE gravity model, its implementation, and the various components of the package, see the companion paper "gegravity: General Equilibrium Gravity Modeling in Python" as well as the technical documentation.

Citation and license

The package is publicly available and free to use under the MIT license. Users are asked to please cite the following document,

Herman, Peter (2021) "gegravity: General Equilibrium Gravity Modeling in Python." USITC Economics Working Paper 2021-04-B.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.