karagul / demand-forecast Goto Github PK

Independent Side Project

Time Series Analysis

This independent project involves forecasting the demand for 13 home applinaces for Quarter 3 and 4 of 2015 
Using the Historical Shippment data for all the weeks from 2010 to Q2 2010.
The dataset is obtained from Battlefield final round of IIT-KGP Tech Fest.


Varshini (https://github.com/varshinisriram)
Ezhilvel (https://github.com/Ezhilvel)

Dataset: Can be downloaded from Dataset Folder.

Language used: R Packages used: astsa

Further reading:

1. Forecasting: principles and practice by Rob J Hyndman and George Athanasopoulos (https://www.otexts.org/book/fpp)

2. Time Series Analysis and Applications by Robert H. Shumway and David S. Stoffer (http://www.stat.pitt.edu/stoffer/tsa4/tsaEZ.pdf)

3. Introduction to Time Series Analysis (https://www.datacamp.com/courses/introduction-to-time-series-analysis)

4. ARIMA Modeling with R (https://www.datacamp.com/courses/arima-modeling-with-r)