Topic - electromagnetsFormulate an organized, clearly worded, and succinct initial post that substantively covers all discussion paragraph points stated for your chosen topic. Because your initial
Ch. 5 Homework (SCM 386)
What are 3 types of business forecasting methods?
________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
What are 5 aspects of time series forecasts?
________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
What is a shortcoming of using moving average to forecast?
________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
What are two advantages of using a weighted forecast?
________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
What is exponential smoothing and what is a shortcoming of it?
________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
When evaluating a statistical result at 95% confidence, a P value of 3% would tell you to accept or reject the null hypothesis
________________________________________________________________________
What does a seasonal index of 1.25 mean?
________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
Mean absolute deviation (MAD) is a measure of what and what is a weakness of it compared to MAPE?
________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________
Using Excel solve:
What are forecasted sales in month 4 using a simple moving average?
| Month | Sales | Forecast |
|
|
|
What are forecasted sales in month 4 using a weighted moving average?
| 60% | most recent month | |
| 30% | 2 months ago | |
| 10% | 3 months ago | |
| Month | Sales | |
|
|
| |
What are forecasted sales in weeks 1 through 5 using exponential smoothing?
| Week | Demand | Forecast (α=0.2) |
| 500 |
| |
| 600 |
| |
| 400 |
| |
| 300 |
| |
| 500 |
|
What are forecasted sales in months 1 &2 using exponential smoothing with trend?
| (β=0.4) | ||||
| (α=0.2) | ||||
| Month | Actual | Smoothed Forecast | Smoothed Trend | Forecast Including Trend |
| 10 |
| |||
| 20 |
|
|
|
Across the months of Jan - May what are the season indexes in sales?
| Month | 2001 | 2002 | 2003 | Avg over 3 yrs | Monthly avg | Seasonal Index |
| Jan | 60 | 67 | 70 |
|
|
|
| Feb | 64 | 68 | 69 |
|
|
|
| March | 90 | 98 | 100 |
|
|
|
| April | 100 | 105 | 110 |
|
|
|
| May | 100 | 110 | 120 |
|
|
|
How accurate is the forecasting department at predicting sales?
| Month | Sales | Forecast | |
| 30 | 32 | ||
| 50 | 39 | ||
| 30 | 40 | ||
| 20 | 32 | ||
| MAD = |
| ||
| MAPE = |
| ||
| % accuracy = |
| ||
Use tracking signals to answer if the forecast in control
| Cummulative | ||||||||
| Absolute | Absolute | |||||||
| Month | Sales | Forecast | Error | RSFE | Forecast Error | Forecast Error | MAD | Tracking signal |
| 30 | 32 |
|
|
|
|
|
| |
| 50 | 39 |
|
|
|
|
|
| |
| 30 | 40 |
|
|
|
|
|
| |
| 20 | 32 |
|
|
|
|
|
|
You are the manager of a toy factory. Sales have been steadily climbing year-on-year. Does the increase in sales follow a linear trend? If so, what is the equation and % variation in sales explained by the model? (Use Excel Data Analysis Regression).
| Year | Sales |
| 2012 | 2000 |
| 2013 | 3000 |
| 2014 | 3100 |
| 2015 | 3300 |
| 2016 | 3500 |
Using the VizDataEffectively file complete graphs for Benchmark (Ch 4 Effective Data Visualization) and BulletChart1 (Ch 4 Effective Data Visualization)
Using the Pivot_table_sample file, produce a 2D bar chart showing sum of years registered by Party?