Design of Experiments (DoE) simply explained

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  • Опубликовано: 4 фев 2025

Комментарии • 49

  • @abdelgaderalfallah
    @abdelgaderalfallah Год назад +27

    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  Год назад +1

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

    • @ololadesaliu4668
      @ololadesaliu4668 11 месяцев назад

      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 9 месяцев назад +2

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

    • @datatab
      @datatab  9 месяцев назад

      @@timwatson9413 Thanks : )

  • @harshadkulkarni4689
    @harshadkulkarni4689 11 месяцев назад +8

    Excellent explanation with practical example

    • @datatab
      @datatab  11 месяцев назад

      Many thanks : )

  • @tejasborawake4503
    @tejasborawake4503 8 месяцев назад +7

    Highly appreciated, how in easy steps DOE explained.

    • @datatab
      @datatab  8 месяцев назад +1

      Many thanks : )

  • @murongyunhai
    @murongyunhai 10 месяцев назад +3

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

    • @datatab
      @datatab  10 месяцев назад +2

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

  • @alial-haideri
    @alial-haideri 5 месяцев назад +1

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

  • @yashkutty4422
    @yashkutty4422 9 месяцев назад +4

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

    • @datatab
      @datatab  9 месяцев назад

      Many many thanks : )

  • @Hk15489
    @Hk15489 Год назад +7

    This is so helpful and useful for my research

  • @arafatalgazaly3489
    @arafatalgazaly3489 6 месяцев назад +2

    very good job you are great teacher

    • @datatab
      @datatab  6 месяцев назад

      Thank you! 😃

  • @kokhoongkan7623
    @kokhoongkan7623 6 месяцев назад +2

    HIghlights:
    12:00 Screening
    20:00 Example

  • @michaelshelnutt3534
    @michaelshelnutt3534 15 дней назад

    Hi, @ 10:02, why would you not also test (8) Grease at High Temp?

  • @balajibalasubramaniam2410
    @balajibalasubramaniam2410 8 месяцев назад

    Amazing clarity ❤

  • @lianne199
    @lianne199 9 месяцев назад +3

    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  9 месяцев назад +3

      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 9 месяцев назад +1

      @@datatab Ah I understand now! Thank you!

    • @datatab
      @datatab  9 месяцев назад

      @@lianne199 You are welcome : )

  • @brianyeh2695
    @brianyeh2695 10 месяцев назад +1

    Thank you!

    • @datatab
      @datatab  10 месяцев назад

      You're welcome! Thanks for your feedback!

  • @yaneeang3521
    @yaneeang3521 9 месяцев назад +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  9 месяцев назад +1

      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 9 месяцев назад +3

    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..??

  • @jakemohammd4279
    @jakemohammd4279 11 месяцев назад +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?

  • @TaoYi-k7n
    @TaoYi-k7n 2 месяца назад

    I feel I become a expert after watching this video haha

  • @yulinliu850
    @yulinliu850 Год назад +2

    👍

  • @hasanainpinjari6790
    @hasanainpinjari6790 11 месяцев назад +1

    Nice graphic

    • @datatab
      @datatab  11 месяцев назад +1

      Many thanks : )

  • @nda9921
    @nda9921 Год назад

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

    • @haroonmet
      @haroonmet Год назад +1

      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 Год назад +1

      What about lubricant & high temperature?

    • @haroonmet
      @haroonmet Год назад

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

  • @ahyungrocks5509
    @ahyungrocks5509 9 месяцев назад +9

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

    • @datatab
      @datatab  9 месяцев назад +1

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

    • @cvspvr
      @cvspvr 9 месяцев назад +1

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

    • @datatab
      @datatab  8 месяцев назад

      @@cvspvr : )

  • @nonstophiphopnonstophiphop
    @nonstophiphopnonstophiphop 2 месяца назад +1

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

    • @youwuyou
      @youwuyou День назад

      omg lmao me too

  • @WalkerVirgil-i6q
    @WalkerVirgil-i6q 3 месяца назад

    Thomas William Davis Nancy Hall Laura