Hey guys, so I'm studying from the maths quest textbook and I came across this question:
2) Age group (years) | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 |
Average height (cm) | 128 | 144 | 148 | 154 | 158 | 161 | 165 | 164 | 166 | 167 |
The original linear regression line yielded :
Height = 3.76*age + 104.7, with r=0.92
a) Plot the original data and regression line
c) Apply a log10(x) transformation
b) Perform a regression analysis on the transformed data and comment on your result.
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This question was easy enough, I plotted the original data and got the same regression equation as the one given.
BUT I applied a log transformation to the 'x' values and ended up with this regression equation.
Height = 117.17*age + 24.26
at first I thought, oh yeah that must be the answer but then I looked at the next question which continues from this question (not 'c' but question 3).
3) "Use the transformed data from question 2 to predict the heights of girls of the following ages:
i 7 years old
ii 10.5 years old
iii 20 years old
So I got my transformed regression line and plugged in '7' where age was but ended up with a height of 844.45! I mean seriously! What kind of girl, or human being at that matter can be that tall! I did everything the question asked, I applied a log transformation to the x variables and used those variables plus the unchanged 'y' variables to form a new equation and then predicted the height from it. I did this question about 6 times so its not like I am accidently pressing the wrong numbers or anything. PLEASE HELP! I AM SO CONFUSED! Is there something I am missing or is this question wrong?
thanks!