Week 2.4

Time series analysis

• Book theory

  • Components

  • Noise

  • Modelling

  • Stationarity

  • ACF

  • AR

  • Forecasting

  • Moving Average (Optional)

• Lecture slides

• Collegerama recording

• Workshop assignment

• Group assignment

Programming

• Programming preparations for workshop and group assignments

  • Programming assignment: Axis of Awesome

    • Axis

    • ACF

• Testing in Python

  • Book chapter

    • Asserts Statements

    • Raising Errors

    • Handling Errors

    • Unit Testing

  • Programming assignment: Axis of Awesome

    • Assert Statements

    • Unit Testing

      • max_even_squared.py

      • my_test.py