Finding the Linear Estimate of a Function: Help Needed

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Homework Help Overview

The original poster is seeking clarification on the concept of finding a linear estimate for a function, specifically for small values of x close to 0. They mention a formula that resembles a linearization formula and express uncertainty about what a linear estimate entails.

Discussion Character

  • Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the relationship between linear estimates and Taylor series expansions, particularly focusing on first-order approximations. There is a mention of using the tangent line approximation as a method to understand the linear estimate.

Discussion Status

Some participants have provided guidance on the formula for linear estimates and have clarified the concept of Taylor series expansions. The discussion includes examples, such as the function sin(x), to illustrate the approximation for small values of x. Multiple interpretations of the linear estimate are being explored.

Contextual Notes

The original poster expresses a lack of prior knowledge on the topic, indicating that they are working from a sample exam and seeking foundational understanding rather than a complete solution.

funktion
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Hey guys I was just taking a look at a sample exam and I came across this, with no recollection of ever learning it.

I don't really want anyone to solve a problem for me per se, I just want an explanation for what is being asked.

So anyway, I am asked to find the linear estimate for a function f(x) for all small values of x (close to 0).

I'm not quite sure what a linear estimate is. Is it some sort of application of the linearization formula?

L(x) = F(a) = F'(a)(x-a)

Help would be appreciated. Thanks.
 
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funktion said:
I'm not quite sure what a linear estimate is. Is it some sort of application of the linearization formula?

L(x) = F(a) = F'(a)(x-a)

Help would be appreciated. Thanks.


Yeah, exactly. Except that you mistyped your formula. It should be:

L(x) = F(a) + F'(a)(x - a)

In this problem, a = 0

This is just a Taylor series expansion (about 0) in which you only keep the terms up to the first order term (that's called a first order Taylor expansion for short).

Think about it...some well known functions do look approximately linear for values of x close to zero. Example:

f(x) = sin(x)

You can see that this is the case if you take a first order Taylor expansion, but you can also just look at a plot of sin(x) and see that it sure looks that way. As a result, for small values of x:

sin(x) ~ x
 
Cepheid said:
This is just a Taylor series expansion (about 0) in which you only keep the terms up to the first order term (that's called a first order Taylor expansion for short).

Or, equivalently, use the tangent line approximation.
 
Basically you could think of this approximation as replacing a curve with its tangent. That is quite accurate close to the point of tangency, because at that point it has the same value and gradient, sort of like heading in a similar direction to the curve and therefore still somewhat accurate near the point of tangency.
 

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