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Overview of Methods
Quantitative Techniques ,[object Object],[object Object],[object Object],[object Object],[object Object]
Moving Average ,[object Object],[object Object]
“I always avoid prophesying beforehand because it much better to prophesy after the event has already taken place.” ,[object Object]
Moving Average – When To Use ,[object Object],[object Object],[object Object]
Moving Average - Advantages ,[object Object],[object Object]
Moving Average - Disadvantages ,[object Object],[object Object],[object Object]
Moving Average Example
Trend Regression ,[object Object],[object Object]
“The best qualification of a prophet is to have a good memory.” ,[object Object]
Trend Regression – When To Use ,[object Object],[object Object],[object Object],[object Object]
Trend Regression - Advantages ,[object Object],[object Object]
Trend Regression – Disadvantages ,[object Object],[object Object],[object Object]
Trend Regression Example
Exponential Smoothing ,[object Object],[object Object],[object Object]
“A good forecaster is not smarter than everyone else, he merely has his ignorance better organized.” ,[object Object]
Simple Exponential Smoothing ,[object Object],[object Object]
Simple Exponential Smoothing – When To Use ,[object Object]
Double (Brown) or Holt Exponential Smoothing ,[object Object],[object Object]
Double (Brown) or Holt Exponential Smoothing – When to Use ,[object Object]
Winter’s Exponential Smoothing ,[object Object]
Winter’s Exponential Smoothing – When to Use ,[object Object]
Exponential Smoothing Advantages ,[object Object],[object Object],[object Object],[object Object]
Exponential Smoothing - Disadvantages ,[object Object],[object Object],[object Object],[object Object]
Exponential Smoothing Example
ARIMA (Box-Jenkins) Models ,[object Object],[object Object],[object Object],[object Object]
“An unsophisticated forecaster uses statistics as a drunken man uses lamp-posts – for support rather than illumination” ,[object Object]
ARIMA (Box-Jenkins) Models – When to Use ,[object Object]
ARIMA ( Box-Jenkins) Models - Advantages ,[object Object],[object Object],[object Object]
ARIMA (Box-Jenkins) Models - Disadvantages ,[object Object],[object Object],[object Object]
ARIMA (Box-Jenkins) Models Example
Econometric Models ,[object Object],[object Object],[object Object]
“An economist is an expert who will know tomorrow why the things he predicted yesterday didn’t happen today.” ,[object Object]
Econometric Models – When to Use ,[object Object],[object Object],[object Object]
Econometric Models - Advantages ,[object Object],[object Object],[object Object],[object Object],[object Object]
Econometric Models - Disadvantages ,[object Object],[object Object],[object Object],[object Object]
Econometric Models Example
Res. DA Model ,[object Object]
Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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