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An Implementation of Markov Switching Models for Weather Derivative Pricing

MATLAB 100.00%
quantitative-finance matlab weather-forecast expectation-maximization monte-carlo

bsc-mathematics-regime-switching-weather-options's Introduction

BSc Mathematics - An Analysis of Markov Switching Models for Weather Derivative Pricing

This project was implemented and developed as part of a BSc thesis at Linköping university. The work has yet to be finished or published.

Description of Project

ToDo

Description of File Hierarchy

RepoFolder - Top level folder

  • ProjectWrapper.m - Main wrapper file - single point use of the full project
  • ProjectWrapper.fig - GUI file if needed
  • Dataparsing - Contains files for temperature data manipulation, i.e. cleaning and averaging
  • DataSets - Contains all used temperature data sets
  • ParameterEstimation - Contains files to estimate seasonal function and temperature processes
  • OptionValuation - Implements temperature Monte Carlo simulation
  • EvaluationMethods - Compares simulations to actual temperatures, using test statistics

Extras

  • OutputFiles - Contains all output files
  • ConfigFiles - Contains all configuration files
  • LogFiles - Contains all log files
  • Pathdef_project.m - Path definition file for the whole project

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