Finding slope and y intercept

73 views (last 30 days)
Rick
Rick on 20 Oct 2014
Commented: Venkata on 17 Aug 2016
Hello, I was wondering if there is an easy way to find the slope and intercept of a line using MATLAB, like how it is so easy with Excel where you just plot the data and add a trendline, so then it will tell you the slope and intercept. Here is my code
tau = [15, 38, 100, 300, 1200];
CA = [1.5 1.25 1 0.75 0.5];
CA0 = 2;
dCdt = log((CA-CA0)./tau);
plot(log(CA),log((CA-CA0)./tau))
xlabel('ln(C_{A})')
ylabel('ln(C_{A}-C_{A0}/ \tau)')
I have a theory that says ln((CA-CA0)/tau) = ln(k) + alpha(ln(CA)), and I want to find alpha and ln k, which is my slope and intercept, respectively.
Thank you

Accepted Answer

Sean de Wolski
Sean de Wolski on 20 Oct 2014
Have you tried the Curve Fitting App (Curve Fitting Toolbox, req'd)
>>cftool
  3 Comments
Andrew Reibold
Andrew Reibold on 20 Oct 2014
If you just use polyfit to get linear data, just take two points from it and do the elementary calculations.
Sean de Wolski
Sean de Wolski on 20 Oct 2014
Student Version usually does come with CFT. Try calling:
>>cftool
To see if you do.
Then you can fit arbitrary functions and you don't have to worry about linearizing them to play with polyfit.

Sign in to comment.

More Answers (2)

Torsten
Torsten on 17 Aug 2016
Did you look at the x-value where your "intercept" is between 0.32 and 0.33 ?
Best wishes
Torsten.
  3 Comments
Torsten
Torsten on 17 Aug 2016
The p2-value always refers to x=0.
Thus to get the computed value of 0.3046, you must look at the intercept at x=0, not at x=3.85.
Best wishes
Torsten.
Venkata
Venkata on 17 Aug 2016
Now it makes sense.
Thanks a ton, Torsten.

Sign in to comment.


Venkata
Venkata on 17 Aug 2016
Edited: Venkata on 17 Aug 2016
I've used 'cftool' for my data. The intercept is in between 0.32 and 0.33 as can be seen from the figure.
However, the 'p2' value is 0.3046, with 95% confidence bounds.
Please explain me this.

Categories

Find more on Interpolation in Help Center and File Exchange

Tags

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!