What is a Poisson Process?

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  • Опубліковано 12 гру 2024

КОМЕНТАРІ • 70

  • @mattshabani7384
    @mattshabani7384 Рік тому +26

    I've been looking for a quick, clean and simple explanation for a while and your content was what I was looking for. Thanks for content!

    • @iain_explains
      @iain_explains  Рік тому +2

      Glad it helped! Perhaps you might like the other videos on the channel too (if you haven't already seen them). A full categorised listing can be found here: iaincollings.com

  • @bejn5619
    @bejn5619 2 роки тому +17

    Highlighting the different interpretations of lambda for Poisson and exponential distributions has saved me a lot of headache. Cheers!

    • @iain_explains
      @iain_explains  2 роки тому +4

      I'm so glad it helped. I know that issue confuses lots of people.

    • @doraboateng8460
      @doraboateng8460 Рік тому

      ​@@iain_explainsstochastic process

  • @muhammadwaqasswati6164
    @muhammadwaqasswati6164 2 роки тому +5

    Your teaching method is so minimalistic and to the point. cheer

  • @zhou6486
    @zhou6486 3 роки тому +4

    Poisson distribution just come in time for preparing an exam in wireless. Thanks a lot, professor.

    • @iain_explains
      @iain_explains  3 роки тому +1

      That's great timing. Good luck on your exam.

  • @supercitty90
    @supercitty90 Рік тому

    studying for my qualifying exam.... thank you for using pen and paper! so helpful just to go step by step

    • @iain_explains
      @iain_explains  Рік тому

      I'm so glad it was helpful - and that you liked the pen and paper approach!

  • @bariselem7097
    @bariselem7097 10 місяців тому

    Professor Iain explains very well because he understands it very well, great video thank you!

  • @sandeepmandrawadkar9133
    @sandeepmandrawadkar9133 2 роки тому +2

    Excellent explanation and great art of moving two pages over the main page to make the exact explanation 👍
    Most important factor is the clear difference between the lambda values in the two distributions. Most needed explanation. Thanks for your Excellent explanation 👍

    • @iain_explains
      @iain_explains  2 роки тому

      Thanks for your nice comment. I'm glad it was helpful!

  • @hongkyulee9724
    @hongkyulee9724 2 роки тому

    When I was sunk in a problem, your videos always inspire me. Thank you for the wonderful explain!

    • @iain_explains
      @iain_explains  2 роки тому +1

      I'm so glad my videos are inspiring you! It's great to hear.

  • @analisecritica8722
    @analisecritica8722 Рік тому

    What is the resolution of this exercise:
    Consider a queuing model with two attendants and a waiting position operating under steady-state conditions. Suppose that if a customer arrives and finds both agents busy and the waiting position unoccupied, then the customer will wait as long as necessary for service. If the customer finds both attendants busy and the waiting position also occupied, he leaves immediately.
    Customers access the system according to a Poisson process with a rate of 2 customers per hour and that service follows an exponential distribution with a mean of 1 hour. The proportion of customers who arrive at the system and will not be served is:
    a)2/5 b)1/8 c)2/3 d)2/7 e)1/6

  • @معلومةفيدقيقةللأطفال

    i like your work very much .. your explanation is very clear and organized..and its done in the best way ..with a paper and a pen only.😍😊

    • @iain_explains
      @iain_explains  3 роки тому

      Thank you so much 😀 I'm glad you like the videos.

  • @_STEFFVN_
    @_STEFFVN_ 2 роки тому +1

    thank you for clarifying the difference between the two lambdas!

  • @zeroxchance8273
    @zeroxchance8273 Місяць тому

    Thanks for this amazing video, it really helped in understanding the core concepts. Also very helpful the explanation about the lambdas!

  • @Subramanyam_J
    @Subramanyam_J 2 роки тому

    One of the best explanations. Thank you for the content. Keep them coming.

  • @korchageen
    @korchageen 7 місяців тому

    Such a passion to teach to the world. So much of hard work. great. Keep going. :)

    • @iain_explains
      @iain_explains  7 місяців тому

      Thanks for your nice comment. I'm glad you like the videos.

  • @johnli2026
    @johnli2026 2 роки тому

    I'm confused by 3Gpp FTP traffic model about why there is a expotional inter arrival time. Your video helped me out. Thank you professor!

  • @samikshakedari7421
    @samikshakedari7421 2 роки тому +1

    Concise and precise! Thank you for such a beautifully detailed explanation!

  • @kamilayunas7606
    @kamilayunas7606 10 місяців тому

    thank you for explaining it clearly

  • @mylesfranco3545
    @mylesfranco3545 9 днів тому

    Thanks! Now I get it!

  • @anurag-yadav
    @anurag-yadav 2 роки тому +1

    Very helpful.

  • @AmineChM21
    @AmineChM21 3 роки тому +1

    Thanks sir , very helpful indeed

  • @bartlibens1620
    @bartlibens1620 11 місяців тому

    Good explanation!

  • @maheshsonawane8737
    @maheshsonawane8737 11 місяців тому

    🌟🌟🌟🌟Magnificent Explanation 🌟🌟🌟🌟 Really ! Statistics is mind blowing ! Needs more thoughtfulness to understand it.

  • @LetsRising25
    @LetsRising25 2 роки тому

    There is no scope of statistics in India professor but thank you so much for the best explanation......

  • @cardflopper3307
    @cardflopper3307 2 роки тому

    so is the primary defining quality of a Poisson Process that the Time between events is Exponentially distributed?

  • @florentinosanchez3969
    @florentinosanchez3969 7 місяців тому

    Very nice video

  • @declanallan885
    @declanallan885 Рік тому

    awesome content dude, you have earnt a like and subscribe! thanks for the clear and thorough explanation :D

    • @iain_explains
      @iain_explains  Рік тому

      That's great to hear. I'm glad you liked it.

  • @hoseinmasoomy2399
    @hoseinmasoomy2399 2 роки тому

    A question: In the exponentional distribution showing the distribution of time between events, by increasing \lambda the variance of exponential distribution decreases, while we expect the variance increases, since for large value of \lambda the Poisson distribution become more scattered. right?

    • @iain_explains
      @iain_explains  2 роки тому

      I think you may have missed the point I made about the fact that lambda represents a different thing in the two equations (ie. for each Random variable). At the 3:30 min mark I explain what lambda is for the Poisson distribution, and a the 6:30 min mark I explain it for the exponential distribution. They are different things. Really, it would be better if a different symbol was used in one of the cases (eg. a different Greek letter), but that's not what happened over time when these distributions were being formulated and conventions were setting in.

  • @ليليالشريف-ذ9و
    @ليليالشريف-ذ9و Рік тому

    Excellent

  • @DebitDatta
    @DebitDatta 2 роки тому

    Hi, found this explanation very helpful and interested to learn more about the Homogeneous Poisson process, Heterogeneous Poisson process, and heterogeneous Thomson process. Let me know where can I find this? Thank you!

    • @iain_explains
      @iain_explains  2 роки тому +1

      Thanks for the suggestions. I've put them on my "to do" list for a future video.

    • @DebitDatta
      @DebitDatta 2 роки тому +1

      Appreciated your time and good work to help curious students to learn statistics in an easy and effective way! @@iain_explains

  • @alessandrolima4266
    @alessandrolima4266 3 місяці тому

    amazing

  • @chiragraju821
    @chiragraju821 2 роки тому

    Thank you!

  • @hhss1763
    @hhss1763 2 роки тому

    Excellen max point!

  • @davidgg8462
    @davidgg8462 4 місяці тому

    More concrete sample would be nice

  • @hamzatamer5985
    @hamzatamer5985 8 місяців тому

    I Didn't understand what is the difference between lambadas in exponential and poisson 🤔

  • @Hienator
    @Hienator 8 місяців тому +2

    He loss me after the graphs

  • @rationalthinker9612
    @rationalthinker9612 Рік тому

    I took a EE class that was in my opinion a total waste of time, a stats class called Random Signals Analysis that talks all about these random processes and other things. However as I get into my senior year of EE, I realize how important that class was, I feel bad for writing a class survey that said that class was ridiculous and a waste for us lol.