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sanguovbobo's Projects

gme icon gme

Gravity Modeling Environment by USITC

gptstudio icon gptstudio

GPT RStudio addins that enable GPT assisted coding, writing & analysis

grad-io icon grad-io

Graduate Empirical Industrial Organization

gravity icon gravity

R package that provides estimation methods for Gravity Models

gravity-estimation icon gravity-estimation

Estimates parameters of EK(2002) or Waugh(2010) via STATA and computes bilateral trade flows via simmulation

gravity-model-of-trade icon gravity-model-of-trade

In this jupyter notebook was provided a new approach of building a gravity trade model. Linear models, KNN, Bagging and Boosting were used.

gravity-model-trade-vs-imports icon gravity-model-trade-vs-imports

One of the most widely used empirical models to estimate trade flows is the Gravity Model that is based on Newton’s “Law of Universal Gravitation”. This model predicts that the trade flows between two countries will be positively affected by their respective sizes, but negatively by distance. This model has recently come into the spotlight due to t

gravity_model icon gravity_model

Data Analysis on world GDP data of 2016 to show the Gravitational Model for the UK.

gvc icon gvc

Global Value Chain tools

ibm-hpe-data-modeling-simulation icon ibm-hpe-data-modeling-simulation

Analyzing data to model (using the logistic function and its variants) the growth of two industrial organizations, IBM and Hewlett-Packard in MATLAB.

itnr icon itnr

International Trade Network Analysis in R. This package can clean and transform international trade data from WITS (http://wits.worldbank.org/) into a international trade network and undertake descriptive analysis

link-weight-prediction-wtw icon link-weight-prediction-wtw

Reproducibility repository for paper with title: The World Trade Web: A Deep Learning Approach to Link Weight Prediction by Miguel Lozano. Abstract: Building on the Gravity Model of Trade, this paper uses a deep neural network with the purpose of link weight prediction in the world trade web (WTW), this is, predicting the magnitude of the trade interactions between countries. The inputs for prediction are characteristics of the interacting countries like trade openness and freedom, as well as their bilateral relationship traits, which include variables like distance between them and booleans such as whether they are in the same continent, share borders, language, ethnicity, trade agreements, legal system, among others. The results of using deep learning are favorable, improving performance obtained by multiple regression by as much as 8%

lshort-zh-cn icon lshort-zh-cn

A Chi­nese edi­tion of the Not So Short Introduction to LaTeX2ε

monroe-dsge icon monroe-dsge

The DSGE model with endogenous growth created by Tom Holden and Shifu Jiang as part of the MONROE project.

mooc icon mooc

嵩天Python语言程序设计

oecd-trade-visualization icon oecd-trade-visualization

Data cleaning, manipulation, and visualization for U.S. and China reliance over time on foreign countries for computer electronics and electrical equipment inputs

panel_thresh icon panel_thresh

Panel_thresh_endogeneous/panel_thresh_endogenous.m extends the MATLAB proccedure IVTAR.M written by Bruce E. Hansen as described in Kremer, Bick and Nautz "Inflation and Growth: New Evidence From a Dynamic Panel Threshold Analysis" (Empirical Economics,44(2), April 2013, 861-878) to estimate a Dynamic Panel Threshold Model.

phdmacro2021 icon phdmacro2021

This is the course homepage of Advanced Macroeconomics II of Jinan University in Fall, 2021.

prca icon prca

Computations of probabaility revealed comparative advantage (pRCA), defined as probability of holding RCA >1 the following year, gibven current level of RCA, country and product export market size.

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