finding slope/inte​rcept/std.​deviation of replicates

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Andy
Andy 2012 年 1 月 27 日
how do i find the slope and intercept of replicates? so for each x-value i have, there would be more than 1 y-value (e.g. 6 y value for each x value)
how would i go about finding the slope and intercept of this? i am not allowed to just average out the y-values for each x-value. they call these replicates. Thanks!
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Sean de Wolski
Sean de Wolski 2012 年 1 月 27 日
So robust estimation? Why can't you just average them?

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回答 (1 件)

Tom Lane
Tom Lane 2012 年 1 月 28 日
You can just include the x value once for each y value. If you're just talking about least squares coefficient estimation (no standard errors or the like), this will give the same answer as averaging out the y values.
>> x = [1 1 1 5 5 5 5]';
>> y = [1 2 3 10 15 20 25]';
>> p = polyfit(x,y,1)
p =
3.8750 -1.8750
>> polyfit([1 5]',[2 17.5]',1)
ans =
3.8750 -1.8750

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