Singular spectrum analysis to detect outliers in ARM data. This is a univariate analysis method. You need to pick the variable first.
- Calculate outliers and visualize the results
arm-ssa.py: python arm-ssa.py
# Figures are stored in ssa-figures and ssa-figures-outliers
- Query DQR database
db.py: python db.py
# Results are stored in db.records
- Visualize outliers in Plotly
arm-ssa-plotly.py: python arm-ssa-plotly.py
# Figures are stored in plotly