Design of Experiments (DoE) simply explained

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  • Опубліковано 28 лис 2024

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  • @abdelgaderalfallah
    @abdelgaderalfallah 10 місяців тому +20

    Back in the days I had to pay a full fee just to attend a DOE classes however, I didn't get to understand a simple thing. The reason is that, they couldn't address the DOE principle as simple as this.
    Words can't express my sincere gratitude for you at DataLab.
    Keep it up guys, sharing knowledge is caring for everyone.
    ❤❤❤❤❤❤❤❤

    • @datatab
      @datatab  10 місяців тому

      Hi, many many thanks for your nice feedback!!!! Yes, of course we will continue : ) Again thanks and Regards, Hannah and Mathias

    • @ololadesaliu4668
      @ololadesaliu4668 8 місяців тому

      Please is there a way you can put me through sir, I need it for my research but I don't understand it at all.

    • @timwatson9413
      @timwatson9413 7 місяців тому +2

      Yeh I agree. I sat in a DOE masters class for three days - this short video did it in 20 minutes!!

    • @datatab
      @datatab  7 місяців тому

      @@timwatson9413 Thanks : )

  • @harshadkulkarni4689
    @harshadkulkarni4689 8 місяців тому +7

    Excellent explanation with practical example

    • @datatab
      @datatab  8 місяців тому

      Many thanks : )

  • @tejasborawake4503
    @tejasborawake4503 6 місяців тому +7

    Highly appreciated, how in easy steps DOE explained.

    • @datatab
      @datatab  6 місяців тому +1

      Many thanks : )

  • @alial-haideri
    @alial-haideri 3 місяці тому +1

    Oh my God! Miss you are absloutely amazing teacher with perfect explaination

  • @murongyunhai
    @murongyunhai 8 місяців тому +3

    Incredible video with such amazing clarity! Could you please also make some videos about screening and optimization, please?

    • @datatab
      @datatab  8 місяців тому +2

      Many thanks for your nice feedback! I will put it on my To Do List!

  • @TaoYi-k7n
    @TaoYi-k7n День тому

    I feel I become a expert after watching this video haha

  • @yashkutty4422
    @yashkutty4422 7 місяців тому +4

    Mam,am from India (Tamilnadu -chennai) super explanation

    • @datatab
      @datatab  7 місяців тому

      Many many thanks : )

  • @kokhoongkan7623
    @kokhoongkan7623 4 місяці тому +1

    HIghlights:
    12:00 Screening
    20:00 Example

  • @Hk15489
    @Hk15489 10 місяців тому +5

    This is so helpful and useful for my research

    • @datatab
      @datatab  10 місяців тому

      Thanks you : )

  • @arafatalgazaly3489
    @arafatalgazaly3489 3 місяці тому +2

    very good job you are great teacher

    • @datatab
      @datatab  3 місяці тому

      Thank you! 😃

  • @lianne199
    @lianne199 7 місяців тому +2

    Nice video! I was wondering: At 9:26, N= 2,4 so you would do 2 +2 runs, but later N = 16 so you do 8 + 8 runs? What is the difference between both instances?

    • @datatab
      @datatab  7 місяців тому +1

      Hello, thank you very much for your feedback! This is because you have to round up, so 2.4 would be 3 and you can't divide 3 by 2, so you need 4 attempts in total! Regards Hannah

    • @lianne199
      @lianne199 7 місяців тому +1

      @@datatab Ah I understand now! Thank you!

    • @datatab
      @datatab  7 місяців тому

      @@lianne199 You are welcome : )

  • @balajibalasubramaniam2410
    @balajibalasubramaniam2410 6 місяців тому

    Amazing clarity ❤

  • @yaneeang3521
    @yaneeang3521 7 місяців тому +1

    Hi there! incredible content here.. but i do have a question regarding case example at 19:55, i noted that there is a third factor, C, which was not discussed when introducing response analysis to determine if there are any interaction between A and B. How can we then interpret if there is an interaction of C with A and C with B to the response variable?

    • @datatab
      @datatab  7 місяців тому

      Hi man ythanks for you comment! Oh, I'm sorry if we have explained this in a misleading way! Of course the response must be measured taking C into account!

  • @Aswinviswanath012
    @Aswinviswanath012 7 місяців тому +2

    10.04 16 effects for lubrication and 16 runs for temperature.... this makes it a total of 32 runs, but explained as 24 runs... could you please help to clarify..??

  • @ahyungrocks5509
    @ahyungrocks5509 7 місяців тому +8

    Man I got lost half way in the video. Try re-watching with not luck.

    • @datatab
      @datatab  7 місяців тому +1

      In German we say: "aller guten Dinge sind drei" : ) Regards Hannah

    • @cvspvr
      @cvspvr 6 місяців тому +1

      @@datatab i like that! in english we say "third time's the charm"

    • @datatab
      @datatab  6 місяців тому

      @@cvspvr : )

  • @brianyeh2695
    @brianyeh2695 8 місяців тому +1

    Thank you!

    • @datatab
      @datatab  8 місяців тому

      You're welcome! Thanks for your feedback!

  • @jakemohammd4279
    @jakemohammd4279 9 місяців тому +1

    Hello, thank you very much for this wonderful video.
    I have a question, for the equation that is used to estimate the number of runs needed that depends on standard deviation and the effect that is relevant to us).
    Where do I get the standard deviation? Do I need to make a random number of runs first and then determine the standard deviation then use it in the equation?

  • @hasanainpinjari6790
    @hasanainpinjari6790 8 місяців тому +1

    Nice graphic

    • @datatab
      @datatab  8 місяців тому +1

      Many thanks : )

  • @nonstophiphopnonstophiphop
    @nonstophiphopnonstophiphop 19 днів тому +1

    I think my IQ just went up a couple of points, just getting half of this

  • @nda9921
    @nda9921 10 місяців тому

    Mistake at 10:00, a total of 32 runs would be required, not 24 runs.

    • @haroonmet
      @haroonmet 9 місяців тому

      I think the point was that 3 different variations will be brought, i.e., first keeping oil constant, 8 runs will be tested at low temperature, 8 runs at high temperature. This way the temperature effect is monitored. Then to evaluate the lubrication effect, temperature was kept at low and only lubricant was changed i.e., from oil to grease.

    • @nda9921
      @nda9921 9 місяців тому +1

      What about lubricant & high temperature?

    • @haroonmet
      @haroonmet 9 місяців тому

      @@nda9921 that is only for Full Factorial Design case where all possible interactions are evaluated.

  • @yulinliu850
    @yulinliu850 10 місяців тому +2

    👍

    • @datatab
      @datatab  10 місяців тому

      Thanks : )

  • @WalkerVirgil-i6q
    @WalkerVirgil-i6q Місяць тому

    Thomas William Davis Nancy Hall Laura