Polyfit, polyval and plot

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);

 Respuesta aceptada

the cyclist
the cyclist el 16 de Feb. de 2016

3 votos

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 comentarios

Jovos
Jovos el 16 de Feb. de 2016
Editada: the cyclist el 16 de Feb. de 2016
After I changed the code to the following, there still is not graph showing. Can you tell me where is wrong?
y = flip(AdjClose).'
x = 1:503;
polyfit(x,y,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(x,y,2);
coef3 = polyfit(x,y,2);
y3 = polyval(coef3,x);
plot(x,y3);
the cyclist
the cyclist el 16 de Feb. de 2016
It's difficult to know the problem without being able to run your code. Can you post a *.mat file with the value of AdjClose?
Jovos
Jovos el 17 de Feb. de 2016
Here it is.
the cyclist
the cyclist el 17 de Feb. de 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 el 18 de Feb. de 2016
Very nice!

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Más respuestas (1)

Walter Roberson
Walter Roberson el 17 de Feb. de 2016

0 votos

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.

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