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Explain the role of regression analysis in business decision-making

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In an APA formatted Word document complete the following:

Why are forecasts important to organizations?

Explain the role of regression analysis in business decision-making. What are the important properties of regression coefficients? Distinguish between correlation and regression analysis.

What is the difference between a causal model and a time series model?

The following are our company’s annual sales ($ million) data from 2015 to 2021. Use the trend equation to forecast sales for 2025.

 

Year

 

2015

 

2016

 

2017

 

2018

 

2019

 

2020

 

2021

 

Sales

 

$000,000

 

16

 

17

 

25

 

28

 

32

 

43

 

50

 

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