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:
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Forecasting: principles and practice by Rob J Hyndman and George Athanasopoulos (https://www.otexts.org/book/fpp)
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Time Series Analysis and Applications by Robert H. Shumway and David S. Stoffer (http://www.stat.pitt.edu/stoffer/tsa4/tsaEZ.pdf)
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Introduction to Time Series Analysis (https://www.datacamp.com/courses/introduction-to-time-series-analysis)
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ARIMA Modeling with R (https://www.datacamp.com/courses/arima-modeling-with-r)