Linear and Polynomial Regression in MATLAB

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  • เผยแพร่เมื่อ 15 ม.ค. 2025

ความคิดเห็น • 30

  • @kylewong8824
    @kylewong8824 3 ปีที่แล้ว +3

    Straight up deserve a subscribe and a like. Thank you so much good sir. I wish you the very best and I hope you live a long and fulfilling life. God bless.

  • @TanveshDabholkar
    @TanveshDabholkar ปีที่แล้ว +2

    how to find the multivariate regression equation for a regression model trained in regression toolbox?

    • @apm
      @apm  ปีที่แล้ว

      Here is more information on regression: apmonitor.com/pds/index.php/Main/RegressionOverview

  • @slim590
    @slim590 ปีที่แล้ว +2

    what is SStotal?

    • @apm
      @apm  ปีที่แล้ว

      Total Sum of Squares

  • @yashrajkanaskar2452
    @yashrajkanaskar2452 2 ปีที่แล้ว +2

    Thanks a lot sir for this awesome tutorial!
    Pls also make a video on how to calculate the standard error of estimate in MATLAB.

    • @apm
      @apm  2 ปีที่แล้ว +1

      I don’t have it in Matlab, but here is something similar in Python: apmonitor.com/che263/index.php/Main/PythonRegressionStatistics

  • @rav004
    @rav004 4 ปีที่แล้ว +2

    How would I go about adding a linear, power, and exponential curve to fit each third of a data set?

    • @apm
      @apm  4 ปีที่แล้ว

      You could break up the data set and then perform three separate regressions. Here is information on nonlinear regression: apmonitor.com/che263/index.php/Main/MatlabDataRegression

  • @thanotoast.5468
    @thanotoast.5468 3 ปีที่แล้ว +1

    How can we generate quadratic equation from given data

    • @apm
      @apm  3 ปีที่แล้ว

      The coefficients of the quadratic equation are available with disp(p2) at 2:40 in the video.

  • @themanzur1
    @themanzur1 4 ปีที่แล้ว +1

    Do you have any Matlab based source code for multivariate linear regression?

    • @apm
      @apm  4 ปีที่แล้ว +1

      Yes, here are some tutorials: apmonitor.com/do

  • @gagandeepkaur4385
    @gagandeepkaur4385 4 ปีที่แล้ว +2

    Respected viewer
    I am having a system for which I have to regress 3 unknown parameters and also the function value(temperature dependent) basically NRTL model . May I please get some help.

    • @apm
      @apm  4 ปีที่แล้ว

      This tutorial may help: apmonitor.com/me575/index.php/Main/NonlinearRegression

  • @usamakhan8375
    @usamakhan8375 9 ปีที่แล้ว +2

    Helped a lot, thanks!

    • @apm
      @apm  9 ปีที่แล้ว

      +Usama Khan I'm glad that this video helped. There are many others on Python and MATLAB at the open course on Computational Tools for Engineers: apmonitor.com/che263

  • @Praveenrareboyz
    @Praveenrareboyz 7 ปีที่แล้ว +1

    Thanks for the tutorial. I have similar data points along with standard deviation (errorbar). So how do I show the deviation of slope ?

    • @apm
      @apm  7 ปีที่แล้ว

      Here is information on showing the prediction band and 95% confidence interval. uolab.groups.et.byu.net/files/Statistics%20Review%20Harding.pptx See slide 9 in particular.

  • @xesan555
    @xesan555 7 ปีที่แล้ว +1

    really good tutorial...thanks

  • @azrulkiromil8885
    @azrulkiromil8885 4 ปีที่แล้ว +1

    thanks a lot professor for the nice video. but, I want to ask something about regression. does regression has a strong correlation with numerical method, and is numerical method distinctively different with optimization? or even optimization is the part of numerical method? thank you.

    • @apm
      @apm  4 ปีที่แล้ว

      Regression is a type of optimization where parameters are adjusted to minimize a measure of how close the prediction aligns to data.

    • @apm
      @apm  4 ปีที่แล้ว

      Most regression methods use a numerical approach. Here is more information: apmonitor.com/che263/index.php/Main/PythonDataRegression (Python) or apmonitor.com/che263/index.php/Main/MatlabDataRegression (MATLAB)

  • @benitareatlegile6516
    @benitareatlegile6516 6 ปีที่แล้ว

    Hello Sir, How do we calculate correlation for polynomials...?

  • @kodritama5737
    @kodritama5737 5 ปีที่แล้ว +1

    Can u help me dude ? I have a problem with my matlab question

    • @apm
      @apm  5 ปีที่แล้ว

      Here are additional resources for regression: apmonitor.com/che263/index.php/Main/MatlabDataRegression unfortunately I can't help with all user specific questions but I can point to resources. Maybe you could post to StackOverflow or to Mathworks to get a community of users to help with your problem as well.

  • @jurgenhidalgo3612
    @jurgenhidalgo3612 6 ปีที่แล้ว +1

    Awesome thank you :)

  • @miraifde1687
    @miraifde1687 5 ปีที่แล้ว +1

    thank you ^^

  • @QurratHyder
    @QurratHyder 8 ปีที่แล้ว

    i cant see anything blur

    • @apm
      @apm  8 ปีที่แล้ว

      +Qurrat Hyder, all videos are available in 1080p (1960px x 1080px). TH-cam automatically scales back the video resolution for slow Internet connections. I'd recommend switching to 1080p in the options at the bottom right and wait for the video to load. Let me know if this does not fix the blurry issue.