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VCE Stuff => VCE Mathematics => VCE Mathematics/Science/Technology => VCE Subjects + Help => VCE General & Further Mathematics => Topic started by: BAH0003 on April 12, 2019, 09:06:40 am

Title: Least Squares Regression Question
Post by: BAH0003 on April 12, 2019, 09:06:40 am
Hey guys,

I was working on this question and was having a bit of trouble getting to an answer. Is it okay if someone can explain this question and what the answer would be (it is B apparently)?

Thanks
Title: Re: Least Squares Regression Question
Post by: RuiAce on April 12, 2019, 09:23:13 am
It's actually just simultaneous equations.
\[ \text{Because we're given some of the predicted values}\\ \text{on the actual regression line, we just sub them in.} \]
\[ \text{So if the regression line is }y=a+bx\text{, we have}\\ \begin{align*} 10.7 &= a+900b\tag{1}\\ 6.7 &=a+1700b\tag{2} \end{align*} \]
\[\text{If you have calculators that solve simultaneous equations then just plug it in}\\ \text{but otherwise, }(2)-(1)\text{ gives}\\ 800b = -4 \implies \boxed{b = -0.005}\]
(Note of course that the slope is \(b\).)
Title: Re: Least Squares Regression Question
Post by: MEH0010 on April 12, 2019, 07:30:30 pm
Hey guys,

I was working on this question and was having a bit of trouble getting to an answer. Is it okay if someone can explain this question and what the answer would be (it is B apparently)?

Thanks
Hope this helps :)
*Answer is attached