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Diffstat (limited to '964/CH17/EX17.5')
-rwxr-xr-x | 964/CH17/EX17.5/17_5.jpeg | bin | 0 -> 25589 bytes | |||
-rwxr-xr-x | 964/CH17/EX17.5/17_5.sce | 54 |
2 files changed, 54 insertions, 0 deletions
diff --git a/964/CH17/EX17.5/17_5.jpeg b/964/CH17/EX17.5/17_5.jpeg Binary files differnew file mode 100755 index 000000000..51751c799 --- /dev/null +++ b/964/CH17/EX17.5/17_5.jpeg diff --git a/964/CH17/EX17.5/17_5.sce b/964/CH17/EX17.5/17_5.sce new file mode 100755 index 000000000..1947e1a5c --- /dev/null +++ b/964/CH17/EX17.5/17_5.sce @@ -0,0 +1,54 @@ +//clc()
+x = [0,1,2,3,4,5];
+y = [2.1,7.7,13.6,27.2,40.9,61.1];
+sumy = 0;
+sumx = 0;
+m = 2;
+n = 6;
+xsqsum = 0;
+xcsum = 0;
+x4sum = 0;
+xysum = 0;
+x2ysum = 0;
+rsum = 0;
+usum = 0;
+for i=1:6
+ sumy = sumy+y(i);
+ sumx = sumx+x(i);
+ r(i) = (y(i) - s/n)^2;
+ xsqsum = xsqsum + x(i)^2;
+ xcsum = xcsum +x(i)^3;
+ x4sum = x4sum + x(i)^4;
+ xysum = xysum + x(i)*y(i);
+ x2ysum = x2ysum + y(i)*x(i)^2;
+ rsum = r(i) + rsum;
+end
+disp(sumy,"sum y =")
+disp(sumx,"sum x =")
+xavg = sumx/n;
+yavg = sumy/n;
+disp(xavg,"xavg = ")
+disp(yavg,"yavg = ")
+disp(xsqsum,"sum x^2 =")
+disp(xcsum,"sum x^3 =")
+disp(x4sum,"sum x^4 =")
+disp(xysum,"sum x*y =")
+disp(x2ysum,"sum x^2 * y =")
+J = [n,sumx,xsqsum;sumx,xsqsum,xcsum;xsqsum,xcsum,x4sum];
+I = [sumy;xysum;x2ysum];
+X = inv(J) * I;
+a0 = det(X(1,1));
+a1 = det(X(2,1));
+a2 = det(X(3,1));
+for i=1:6
+ u(i) = (y(i) - a0 - a1*x(i) - a2*x(i)^2)^2;
+ usum = usum + u(i);
+end
+disp(r,"(yi - yavg)^2 = ")
+disp(u,"(yi - a0 - a1*x - a2*x^2)^2 = ")
+plot(x,y);
+xtitle('x vs y','x','y');
+syx = (usum/(n-3))^0,5;
+disp(syx,"The standard error of the estimate based on regression polynomial =")
+R2 = (rsum - usum)/(rsum);
+disp("%",R2*100,"Percentage of original uncertainty that has been explained by the model = ")
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