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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 - Constant Series
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
Forecasting - Trend Series
Regression Analysis
Regression Analysis Example
Double Exponential Smoothing (Holt's Method)
Double Exponential Smoothing Example
Forecasting - Seasonal Series
Seasonal Data with No Trend
Example
Seasonal Decomposition using Moving Averages
Example
Triple Exponential Smoothing (Winter's Method)
Seasonal Factors
Example
Inventory Control: Deterministic
Economic Order Quantity
Cost Components
Example 1
Example 2
Lead Time
Example 3
Finite Production Rate
Example 4
Example 5
Quantity Discount Models
All Units Discounts
Example 1
Example 2
Incremental Discounts
Example 3
Example 4
Resource Constraints and EOQ for Production Planning
Budget Constraint
Example 1
Common Cycle Time
Example 3
Sample Midterm Questions
Forecasting Stationary Series 1
Forecasting Stationary Series 2
Forecasting Trend Series 1
Forecasting Trend Series 2
Forecasting Seasonal Series 1
Forecasting Seasonal Series 2
Forecasting Seasonal Series 3
Forecasting Seasonal Series 4
Basic EOQ 1
Basic EOQ 2
Basic EOQ 3
Basic EOQ + Lead Time 1
Basic EOQ + Lead Time 2
Finite Production Rate 1
Finite Production Rate 2
Finite Production Rate 3
Finite Production Rate 4
All Units Discount
Incremental Discount
Budget Constraint
Space Constraint
Common Cycle Time
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