This is a new project to practise different packages used for Time Series Analysis.

The aim is to learn Time series analysis in a Tidy way, comparing several models at once.

For this reason I will start exploring TSStudio: https://github.com/RamiKrispin/TSstudio

This package allows us to compare multiple Time Series model side by side

I will be using three main data sets

ONS: CPIH Annual Rate 00: All Items 2015=100 Consumer price inflation time series (MM23) https://www.ons.gov.uk/economy/inflationandpriceindices/timeseries/l55o/mm23

ONS: UK House Price Index. The average UK house price Office for National Statistics (ONS), released 18 October 2023, ONS website, statistical bulletin, UK House Price Index: August 2023: https://www.ons.gov.uk/economy/inflationandpriceindices/bulletins/housepriceindex/august2023

NHS England: A&E Attendances and Emergency Admissions. England Time Series. In addition to the monthly data we have provided quarterly and monthly time series for users that require data over longer periods. https://www.england.nhs.uk/statistics/statistical-work-areas/ae-waiting-times-and-activity/