Consider the following time series data. Week 1   2  3  4  5  6 Value 18 13 16 11 17 14

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter7: Distance And Approximation
Section7.3: Least Squares Approximation
Problem 31EQ
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  • Consider the following time series data.

Week

1

  2

 3

 4

 5

 6

Value

18

13

16

11

17

14

 

  1. Construct a time series plot. What type of pattern exist in the data?
  2. Develop a three-week moving average for this time series. Compute MSE and forecast for week 7.
  3. Use a = 0.2 to compute the exponential smoothing values for the time series. Compute MSE and forecast for week 7.
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