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Old June 25th, 2009, 04:08 PM
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Default Linear Regression?

So I'm working on this Physics problem, which (alas!) turns into an unsolvable Math problem. I have the equation (as a function of t):
e^{at} = a^{\prime} t + b^{\prime};~~0 \leq t \leq T
where a is presumed known.

The question boils down to how to find reasonable values for a' and b' that best model the above equation. (I can't simply do a Taylor Expansion on the left hand side because T could be large.) Now, being the Physicist I am I would know how find an estimate if the equation were
e^{at} = b^{\prime};~~0 \leq t \leq T
The "best fit" in this case would be to find the average of the exponential function as t goes from 0 to T.

Is there a way to think of this equation as a "best fit" problem by using the exponential function as if it were "data?"

-Dan
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