Time series analysis of the car sales in italy using HWES (Holt-Winter's exponential smoothing), SARIMA (Seasonal Autoregressive Integrated Moving Average) and SARIMAX (Seasonal Autoregressive Integrated Moving Average with exogenous regressor) models
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In data there are all the csv files necessary for R:
- SalesITA.csv, all the car sales in Italy since January 2012 until March 2022
- MIB_12-22.csv, monthly FTSE MIB index since January 2012 until March 2022
- Unemployment_rate_12-22, monthly unemployment rate in Italy between 15-74 years old since January 2012 until February 2022
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TS_Analysis-Car_Sales_In_Italy.Rmd, the main code. It's a R markdown file
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Time Series Analysis: Car Sales In Italy.pdf, the report of the study