1. Introduction 2. An Overview of the Operation of the Ontario Electricity Market 3. Forecasting the Ontario Prices Using Linear Time Series Models 4. Forecasting the HOEP Using Non-Linear Models 5. Price Volatility Analysis for the Ontario Electricity Market 6. Application of Price Forecasts to Short-term Planning 7. Conclustions