Exponential regression help and more

AI Thread Summary
The discussion centers on creating exponential regression equations for companies ABC and XYZ, yielding y = (.31)(1.28)^x and y = (.17)(1.17)^x, where x represents years and y represents earnings per share (EPS). Participants clarify the meanings of the coefficients A and B, noting that A indicates the EPS when x equals 0, while B represents the growth factor of EPS per year. The user struggles to understand how these values relate to stock market concepts, seeking further explanation. Additional insights suggest considering the plotted regression to visualize the relationship between years and EPS. The conversation emphasizes the importance of understanding these values in the context of investments.
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.
 
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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?
 
I picked up this problem from the Schaum's series book titled "College Mathematics" by Ayres/Schmidt. It is a solved problem in the book. But what surprised me was that the solution to this problem was given in one line without any explanation. I could, therefore, not understand how the given one-line solution was reached. The one-line solution in the book says: The equation is ##x \cos{\omega} +y \sin{\omega} - 5 = 0##, ##\omega## being the parameter. From my side, the only thing I could...

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