MatLab code is provided that was used to run a linear regression on ~21,500 data points of House Prices in Seattle, USA (and the surrounding area). House Prices for the next year were then forecasted using a GARCH-Model.
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The PDF File "Assignment Report" contains visual representations and the MatLab code used for each of the steps of the Multiple Linear Regression. Additionally, it contains a detailed report with visual aids for the forecasting using the GARCH-Model.
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The code for the GARCH-Model (and the tests run on this model) can be found in the "AssignmentFunctions.m" MatLab file. In case MatLab cannot be accessed I have created a .txt file of "AssignmentFunctions" which will provide all code in plain text.
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The MatLab figures used are provided in their original file form. These figures are images within the "Assignment Report".