matlab的最小二乘拟合问题 急急急!!!

2024-12-02 05:01:29
推荐回答(3个)
回答1:

程序代码

clc

x=1:20

y=[8.523 8.718 8.921 9.086 9.242 9.372 9.497 9.626 9.754 9.871 10.007 10.165 10.301 10.436 10.585 10.751 10.93 11.103 11.27 11.433];

p=polyfit(x,y,1) 

y21to50=polyval(p,[21:50])

plot(x,y,'o',[x 21:50],polyval(p,[1:50])) 

运行结果:

p =

    0.1460    8.4463

y21to50 =

   11.5128   11.6588   11.8048   11.9508   12.0969   12.2429   12.3889   12.5349   12.6810   12.8270   12.9730   13.1190   13.2650   13.4111 盯山野  13.5571 13.7031   13.8491   13.9951   14.1412   14.2872   14.4332   14.5792   14.7253   14.8713   15.0173   15.1633   15.3093   15.4554   15.6014   15.7474

可唯消以看出,2000,凯喊2010,2020年的人口数分别为12.8270 14.2872 15.7474

回答2:

function [p,q,w,b,t,u,x,y]=pls-book(a,c,maxrank)
[m,n]=size(a);
[m,l]=size(c);
if nargin==3,
i=min([n,m,maxrank]);
else i=min([n,m]);
end

% x=a;
% y=c;

for h=1:i,
xy=x'*y;
[pt,s,qt]=svd(xy'*xy,0);
q(h,:)=qt(:,1)';
w(:,h)=(xy*qt(:,1))/sqrt(s(1,1));
t(:,h)=x*w(:,h);
tsqr=t(:,h)'*t(:,h);

u(:,h)=y*qt(:,1);
p(h,:)=t(:,h)'*x/tsqr;
b(1,h)=(u(:,h)'*t(:,h))/tsqr:

x=x-(t(:,h)*p(h,:));
y=y-b(h)*t(:,h)*q(h,:);
end

回答3:

matlab里面有最小二乘函数的

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