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Forecasting - Introduction
Forecasting
Error in Forecasts
Mean Absolute Deviation (MAD)
Mean Squared Error (MSE)
Mean Absolute Percentage Error (MAPE)
Example
Components of the Data
Forecasting - Stationary Series
Last Data Point Method
Last Data Point Example
Simple Average Method
Simple Average Example
Moving Averages Method
Moving Averages Example
Weighted Moving Averages Method
Weighted Moving Averages Example
Exponential Smoothing Method
Exponential Smoothing Example
Summary
Forecasting - Trend Series
Regression Analysis
Regression Analysis Example
Double Exponential Smoothing (Holt's Method)
Double Exponential Smoothing Example
Summary
Forecasting - Seasonal Series
Seasonal Data with No Trend
Example
Seasonal Decomposition using Moving Averages
Example
Summary
Aggregate Production Planning
Introduction
Zero Inventory Strategy
Example 1
Example 2
Constant Workforce Plan
Example 3
Example 4
Linear Programming Solution
Example 5
Master Production Schedule (MPS)
What is MRP?
Example 1
Table Update and Examples
Order Promising
Example 2
Example 3
Order Promising Table Update
Example 4
Example 5
Arrival of New Orders
Example 6
Material Requirement Planning (MRP)
What is MRP?
Bill of Materials (BOM)
MRP Records
Example 1
Example 2
MRP Record Update
Example 3
Example 4
Sample Midterm Questions
Forecasting Stationary Series 1
Forecasting Stationary Series 2
Forecasting Stationary Series 3
Forecasting Trend Series 1
Forecasting Trend Series 2
Forecasting Seasonal Series 1
Forecasting Seasonal Series 2
Aggregate Production Planning 1
Aggregate Production Planning 2
Aggregate Production Planning 3
Aggregate Production Planning 4
Aggregate Production Planning 5
Aggregate Production Planning 6
Master Production Schedule 1
Master Production Schedule 2
Master Production Schedule 3
Materials Requirement Planning 1
Materials Requirement Planning 2
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1299 TL