GitHub - MohanBisunke/Appliances-Energy-Usuage-VAR-TimeSeries: The VAR model is used to forecast the appliances energy on the previous usage history. The data were first tested using adfuller test, granger casuality test. The lag value of 7 was determined for VAR model after running it iteratively for values upto 48.

Name		Name	Last commit message	Last commit date
appliance_energy_usage.csv		appliance_energy_usage.csv
multivariate-analysis-VAR.ipynb		multivariate-analysis-VAR.ipynb

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The VAR model is used to forecast the appliances energy on the previous usage history. The data were first tested using adfuller test, granger casuality test. The lag value of 7 was determined for VAR model after running it iteratively for values upto 48.

granger-causality timeseries-forecasting vectorautoregression

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