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Question

A straight line is fit to a data set $(\ln x, y)$. This line intercepts the abscissa at $\ln x = 0.1$ and has a slope of $-0.02$. What is the value of $y$ at $x = 5$ from the fit?

The correct answer is

-0.030

Fit Straight Line to Data

The problem involves fitting a straight line to a data set where the variables are $(\ln x, y)$. The equation of a straight line is generally given by $Y = mX + c$. In this case, $X = \ln x$ and $Y = y$, so the equation becomes:

$y = m(\ln x) + c$

We are given the slope $m = -0.02$. The line intercepts the abscissa (the $\ln x$-axis) at $\ln x = 0.1$. This means that when $y=0$, $\ln x = 0.1$. We can use this point $(0.1, 0)$ to find the y-intercept $c$.

Calculate Line Intercept

Substitute the known point and slope into the line equation:

$0 = (-0.02)(0.1) + c$

$0 = -0.002 + c$

$c = 0.002$

Therefore, the equation of the fitted line is:

$y = -0.02(\ln x) + 0.002$

Calculate Value at x = 5

We need to find the value of $y$ when $x = 5$. First, calculate $\ln 5$.

$\ln 5 \approx 1.6094$

Now substitute $x=5$ (and thus $\ln x \approx 1.6094$) into the line equation:

$y = -0.02(\ln 5) + 0.002$

$y \approx -0.02(1.6094) + 0.002$

$y \approx -0.032188 + 0.002$

$y \approx -0.030188$

Rounding to three decimal places, the value of $y$ at $x=5$ is approximately $-0.030$.

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