Measuring Forecast Error in Time Series Forecasting using MSE, MAD, and MAPE techniques

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  • Опубліковано 3 лют 2025

КОМЕНТАРІ • 8

  • @monikapalaniappan5255
    @monikapalaniappan5255 6 місяців тому +1

    Thanks for uploading. Helped in detail about MAPE

    • @OperationsAndSupplyChain
      @OperationsAndSupplyChain  6 місяців тому

      Hi Monika, you are welcome! If you are interested, you can find some practice problems about MAPE on our website at www.OperationsUniversity.Org. Thanks for watching our videos!

  • @PrabashniReddy
    @PrabashniReddy 6 місяців тому +1

    Really good, I understand this.

    • @OperationsAndSupplyChain
      @OperationsAndSupplyChain  6 місяців тому

      Hi Prabashni, I'm glad the video helped you to understand forecast accuracy. It can be a complicated subject! Thanks for watching!

  • @ClashThenDash
    @ClashThenDash 11 місяців тому +1

    Maybe I wasn’t paying attention well enough idk, but how can you determine what Alpha should actually be. How do you know that calculated errors are correct and not just guessing. I’d be running numbers all day and not understand what answer is truly what im looking for.

    • @OperationsAndSupplyChain
      @OperationsAndSupplyChain  11 місяців тому +4

      You get to pick the Alpha. A smoothing constant is valued from 0 to 1. When the Alpha is close to Zero, the smoothing happens more slowly/gradually. When the Alpha is close to 1, it will be more volatile and responsive to change. There is some trial and error (educated guessing) involved in picking the best Alpha for your forecast. Some companies & products are going to have minimal forecast variation while others will have a lot.

    • @ClashThenDash
      @ClashThenDash 11 місяців тому +1

      @@OperationsAndSupplyChain I really like ur help and support. :) I still got a lot more of ur videos to watch and I also bought the text book ur work off of. I’m farther along in ur videos than the text book. But that’s fine by me. Reading over something twice can help me think more about what I’m reading.

    • @kevinjonathan5282
      @kevinjonathan5282 8 місяців тому +1

      i like the method in excel to help reduce time, hope this will be helpful
      ua-cam.com/video/C5J_QSR7ST0/v-deo.html