Time-Series Forecasting for Annual Data

7/15/1999


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Table of Contents

Time-Series Forecasting for Annual Data

Learning Objectives

What Is Forecasting?

Forecasting Approaches

Quantitative Forecasting Steps

Quantitative Forecasting Methods

What’s a Time Series?

Time Series Components

Trend Component

Cyclical Component

Seasonal Component

Irregular Component

Multiplicative Time-Series Model

Time Series Forecasting

Moving Average Method

Moving Average Example

Moving Average Solution

Moving Average Solution

Moving Average Graph

Time Series Forecasting

Exponential Smoothing Method

Exponential Smoothing Equations

Exponential Smoothing Example

Exponential Smoothing Solution

Exponential Smoothing Graph

Selecting Smoothing Coefficient (W)

Time Series Forecasting

Linear Time-Series Forecasting Model

Linear Time-Series Model

Linear Time-Series Model Solution

PPT Slide

Minitab Time Series Plot

Minitab Time Series Linear Regression

Using Linear Trend to Forecast Example

Choosing an Appropriate Forecasting Model

Pattern of Forecast Error

Forecast Error Equation

Selecting Forecasting Model Example

Linear Model Evaluation

Exponential Smoothing Model Evaluation

Conclusion

Summary Chart

Author: Revision: Gerald Clarke Original: John J. McGill