Matlab-TimeseriesAnalysis

Code for time series data analysis: data are event data with durations in minutes, called red and green events.

Data are provided as .xlsx with col1: dates, col2; red events, and col3: green events.

Includes a Live Script.

Data Exploration:

• Number of red and green events
• Mean and maximum values of red and green events
• Plot red and green events
• Examination of season subtests (spring, summer, autumn, and winter) > plot their mean values
• Examination of April subtest > plot red and green values

Data Processing:

• Examination of how to fill in missing data (inpaint_nans vs interp1 examined) > plot values
• Examination of filters to smoothen data > plot (split red and green to examine filter impacts)

Modelling Future Values:

Outstanding: examine which model would be the most appropriate and then apply it to data to study 2022 data