HELP! how to use matlab or excel to solve a curve equation
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作者:longbow1287 (等级:2 - 初出茅庐,发帖:96) 发表:2007-01-31 15:16:22  楼主  关注此帖评分:
HELP! how to use matlab or excel to solve a curve equation
as title. I got standard curve data. According to the data sheet, I shall get a curve like sin or cos. Y-axis is normal, X-axis is log axis.
I need to solve out the curve equation so that I can calc my results.
urgent. help. thank you
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作者:吴永铮 (等级:8 - 融会贯通,发帖:2078) 发表:2007-02-01 12:35:07  2楼 评分:
do you mean
do you mean: "you have a set of points (x1,y1), (x2,y2), ..., (xn,yn). you want to find a function y=f(x) such that all the points are close to the curve of y=f(x)"?
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作者:longbow1287 (等级:2 - 初出茅庐,发帖:96) 发表:2007-02-05 13:50:53  3楼
do you meando you mean: "you have a set of points (x1,y1), (x2,y2), ..., (xn,yn). you want to find a function y=f(x) such that all the points are close to the curve of y=f(x)"?
yes. this is what I mean.
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作者:3121 (等级:2 - 初出茅庐,发帖:4) 发表:2007-02-06 11:02:20  4楼 评分:
yes. this is what I mean.
Matlab Solution
Well, I am still not sure what you want to do according to your problem statement. But generally for data-fitting, you shall
First, propose the model first (i.e. maybe in this case your sine or cosine function or whatever, for example y=AsinBx+C), use Matlab function nlinfit to find best parameter set (A,B,C);
Second, use Matlab function nlparci to find confidence interval for A,B&C respectively;
Finally, use chi2test to evaluate your model based on best-fit (A,B,C) from nlinfit. If not satisfied, propose a new model.
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