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)

  1. What are 3 types of business forecasting methods?

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  1. What are 5 aspects of time series forecasts?

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  1. What is a shortcoming of using moving average to forecast?

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  1. What are two advantages of using a weighted forecast?

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  1. What is exponential smoothing and what is a shortcoming of it?

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  1. When evaluating a statistical result at 95% confidence, a P value of 3% would tell you to accept or reject the null hypothesis

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  1. What does a seasonal index of 1.25 mean?

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  1. Mean absolute deviation (MAD) is a measure of what and what is a weakness of it compared to MAPE?

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Using Excel solve:

  1. What are forecasted sales in month 4 using a simple moving average?

Month

Sales

Forecast

 

 

  1. 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

 

 

  1. What are forecasted sales in weeks 1 through 5 using exponential smoothing?

Week

Demand

Forecast (α=0.2)

500

 

600

 

400

 

300

 

500

 

  1. 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

 

 

 

  1. 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

 

 

 

  1. How accurate is the forecasting department at predicting sales?

Month

Sales

Forecast

30

32

50

39

30

40

20

32

MAD =

 

MAPE =

 

% accuracy =

 

  1. 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

 

 

 

 

 

 

  1. 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

  1. Using the VizDataEffectively file complete graphs for Benchmark (Ch 4 Effective Data Visualization) and BulletChart1 (Ch 4 Effective Data Visualization)

  2. Using the Pivot_table_sample file, produce a 2D bar chart showing sum of years registered by Party?