GitHub - StLaurentMTL/HousingForecasts: Housing Market Forecasting using various models for Ivory Innovations.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
00 - Libraries.R		00 - Libraries.R
01 - Annual-level dataset preparation.R		01 - Annual-level dataset preparation.R
01 - Moodys.R		01 - Moodys.R
01 - Time Series Plots.R		01 - Time Series Plots.R
01a - FRED.R		01a - FRED.R
01b - Other Sources.R		01b - Other Sources.R
01c - Join for Master.R		01c - Join for Master.R
01d - Monthly Set, Housing Starts.R		01d - Monthly Set, Housing Starts.R
01e - Quarterly Set, Median Sale Price.R		01e - Quarterly Set, Median Sale Price.R
02 - Exponential Smoothing Model.R		02 - Exponential Smoothing Model.R
02 - Monthly-level dataset preparation (Housing Starts).R		02 - Monthly-level dataset preparation (Housing Starts).R
03 - ARIMA Model.R		03 - ARIMA Model.R
03 - Quarterly-level dataset preparation (Median Home Sale Price).R		03 - Quarterly-level dataset preparation (Median Home Sale Price).R
04 - Prophet Model.R		04 - Prophet Model.R
05 - Neural ARIMA Model.R		05 - Neural ARIMA Model.R
06 - Least Squares and Dynamic Regression Models, Housing Starts.R		06 - Least Squares and Dynamic Regression Models, Housing Starts.R
06 - Least Squares and Dynamic Regression Models.R		06 - Least Squares and Dynamic Regression Models.R
7a - Bootstrapping Model Forecasts, Median Price Quarterly.R		7a - Bootstrapping Model Forecasts, Median Price Quarterly.R
7b - Bootstrapping Model Forecasts, Housing Starts.R		7b - Bootstrapping Model Forecasts, Housing Starts.R
Housing-Market-Forecasting-Guide.pdf		Housing-Market-Forecasting-Guide.pdf
ReadMe.txt		ReadMe.txt

Repository files navigation

Please run the scripts in the following order

00 - Libraries
Scripts contained in 01 - Imports and Merges
Scripts contained in 02 - Data Preperation
Scripts contained in 03 - Analysis