Registration
Materials
Introduction
Homework assignments
Course scheduling
Final exam
Questions
TS Module 1 Time series overview
TS Module 2 Time series concepts
TS Module 3 Trends
TS Module 4 Regression methods
TS Module 5 Stationary moving average processes
TS Module 6 Stationary autoregressive processes
TS Module 7 Stationary mixed processes
TS Module 8 Non-stationary time series basics
TS Module 9 Non-stationary ARIMA time series
TS Module 10 Autocorrelation functions
TS Module 11 Simulated and actual time series
TS Module 12 Parameter estimation method of moments
TS Module 13 Parameter estimation least squares
TS Module 14 Model diagnostics
TS Module 15 Forecasting basics
TS Module 16 ARIMA Forecasting
TS Module 17 Forecasting bounds
TS Module 18 Forecast updates and weights
TS Module 19 Seasonal models basics
TS Module 20 Seasonal models advanced
TS Module 21 Building an ARIMA process
TS Module 22 Student projects interest rates
TS Module 23 Student projects sport statistics
TS Module 24 Student projects weather and demographics
|