Polyfit, polyval and plot

87 vues (au cours des 30 derniers jours)
Jovos
Jovos le 16 Fév 2016
Commenté : Jovos le 18 Fév 2016
I am trying to fit the polynomials to the data with 0,1,2 degrees respectively and plot them on the same graph. I wonder why there is only one line shown on the plot which is the 0 degree polynomial.
y = flip(AdjClose).'
x = 1:503;
polyfit(y,x,0);
coef1 = polyfit(y,x,0);
y1 = polyval(coef1,x);
hold on
plot(x,y);
plot(x,y1);
polyfit(y,x,1);
coef2 = polyfit(y,x,1);
y2 = polyval(coef2,x);
plot(x,y2);
polyfit(y,x,2);
coef3 = polyfit(y,x,2);
y3 = polyval(coef3,x);
plot(x,y3);

Réponse acceptée

the cyclist
the cyclist le 16 Fév 2016

Because the syntax should be

polyfit(x,y,N)

and not

polyfit(y,x,N)

Here is some code that illustrates the fix:

x = 1:503;
y = 250 + 0.02*x + 0.005*x.^2 + 0.2*rand(1,503).*x;
figure
polyfit(y,x,0);
coef1 = polyfit(x,y,0);
y1 = polyval(coef1,x);
hold on
plot(x,y,'.');
plot(x,y1);  
polyfit(x,y,1);
coef2 = polyfit(x,y,1);
y2 = polyval(coef2,x);
plot(x,y2);
polyfit(y,x,2);
coef3 = polyfit(x,y,2);
y3 = polyval(coef3,x);
plot(x,y3);
  5 commentaires
the cyclist
the cyclist le 17 Fév 2016
It's because your last y value is NaN, which is causing the fitted coefficients to all be NaN, and therefore unplottable.
Put the lines
x(end) = [];
y(end) = [];
in your code before the first fit, and you will see results.
Jovos
Jovos le 18 Fév 2016
Very nice!

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Plus de réponses (1)

Walter Roberson
Walter Roberson le 17 Fév 2016
When you use "hold on" before you have done any plotting, your xlim and ylim are frozen at their default values, which are [0 1] and [0 1]. If your plotting goes outside that range then nothing will show up. You should delay the "hold on" until after the first plot is done.
  1 commentaire
Jovos
Jovos le 17 Fév 2016
I don't think that makes a change.

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