GithubHelp home page GithubHelp logo

refactored-bassoon's Introduction

Oil & Gold Price Forecasting using VAR and Granger Causality

SAAPM Project

Oil & Gold price forecasting has become an important problem for academics as well as other stakeholders of the market. In this project we revisit the research question of significant relationship between Indian economy and historical oil price. We aim to price forecast (in INR) and assess the interdependence & causality between IIP index, oil import & export by India, and precious metal price. We are using a vector auto-regressive model to forecast and extract relevant inferences. We are using a 12 year rich monthly data sourced from EPWRF database and evaluated our model on 15 step ahead forecast using standard metrics viz. RMSE, MAPE etc.

Report

refactored-bassoon's People

Contributors

vntkumar8 avatar

Watchers

 avatar  avatar

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.