Exponential regression help and more

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Homework Help Overview

The discussion revolves around understanding exponential regression equations related to earnings per share (EPS) for two companies, ABC and XYZ. The original poster has derived the equations but seeks clarification on the significance of the coefficients in the context of stock investments.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the meaning of the coefficients A and B in the context of the regression equations. Questions are raised about the interpretation of these values and their relevance to stock market concepts.

Discussion Status

Some participants have provided guidance on determining the values of A and B by evaluating the equations at specific points (x=0 and x=1). There is an ongoing exploration of how these values relate to the context of investments, with no explicit consensus reached yet.

Contextual Notes

There is a noted confusion regarding the terminology used for variables, specifically the correct labeling of x and y. Additionally, the original poster mentions a lack of familiarity with stock market concepts, which may influence their understanding of the problem.

Pepsi
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Hi I'm doing some homework and I have the main question answered but this added one is hurting me.
Let me give you the entirity of it...
- For each company ABC and XYZ write an exponetial regression equation in the form of a X b^x (Thats A times B to the x), where x = number of yeats and why = EPS (Earnings per share).
So I came up with a expreg using the data provided and got my answers of ABC y= (.31)(1.28)^x
XYZ y= (.17)(1.17)^x
Now What do the values of a and b represent in this context? If someone could throw me a bone that would be great. I'm just not really familar with stocks/investments, like I did the math portion of this but the applying this to investments is tough for me.
 
Last edited:
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Pepsi said:
Hi I'm doing some homework and I have the main question answered but this added one is hurting me.
Let me give you the entirity of it...
- For each company ABC and XYZ write an exponetial regression equation in the form of a X b^x (Thats A times B to the x), where x = number of yeats and why = EPS (Earnings per share).
So I came up with a expreg using the data provided and got my answers of ABC y= (.31)(1.28)^x
XYZ y= (.17)(1.17)^x
Now What do the values of a and b represent in this context? If someone could throw me a bone that would be great. I'm just not really familar with stocks/investments, like I did the math portion of this but the applying this to investments is tough for me.

y is measured in dollars and x is measured in years. What are the units for A and B?
What is y when x is 0? That should tell you what A represents. What is y when x is 1? Together with what you just learned about A, that should tell you what B represents.
 
umm when x=0 y is .17, and when x=1 y is .1989 but I fail to see how that explains what A and B represents in context (stock markets and investments atleast I think)
These numbers pose no solution to me at all. Could you give me some more help?
 
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If x= 0 or 1, what is y in terms of A and B?
What are the units on A and B? Also you haven't told us what data you got the equation from. That should give you a hint.
 
Pepsi said:
x = number of yeats and why = EPS (Earnings per share).
Did you mean "x = number of yeaRs and Y = EPS"? I will assume that's what you meant. Think how you'd plot this regression, with x on the horiz. axis and y on the vertical axis. Just make up a plot (it doesn't even have to be the relationship you estimated, something "close" should be okay). Now, how would you explain this plot to someone who has no idea about what you have done?
 

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