Forecasting Techniques : Moving Average, MAD, MSE,MAPE

Поділитися
Вставка
  • Опубліковано 2 лют 2025

КОМЕНТАРІ • 68

  • @waqarazeem349
    @waqarazeem349 2 роки тому +7

    Your teaching methodology is very inspirational & clear headed. Thanks

  • @Kianshliton
    @Kianshliton Рік тому +8

    This is so simply explained. Thank you

  • @socialactivist7296
    @socialactivist7296 Рік тому +1

    Honestly ur method is perfect thanks

  • @gopicondur
    @gopicondur 3 роки тому +2

    Excellent explanation Madam. Very easy to understand.

  • @mallelaindira
    @mallelaindira Рік тому +1

    Maam, your explanation is perfect. please add double exponential smoothing video as well.

  • @gabriel-no4uh
    @gabriel-no4uh Рік тому

    You made it so easy to understand. Thank you!

  • @MM_lifestylechec742
    @MM_lifestylechec742 2 роки тому

    Hello Mam your videos really helps to recollect everything thanks a lot you teach very nice keep posting more videos...

  • @prabhatkumar7847
    @prabhatkumar7847 9 місяців тому

    plz make video on another topics of Finance as well. Budgeting decision, leverage etc. The way of you are explaining is great. please make videos

  • @pratheekshakt
    @pratheekshakt Рік тому

    Thank you so much this is so much easier !!

  • @jyotikumarisingh274
    @jyotikumarisingh274 2 місяці тому +1

    You're the best❤

  • @raavn0007
    @raavn0007 10 місяців тому

    fantastic video mam..thankyou so much

  • @pallavipandavula6724
    @pallavipandavula6724 5 місяців тому

    Very Helpful.Thank you mam 🙂

  • @tharushaakash1241
    @tharushaakash1241 Місяць тому

    very clear and easy to understand

  • @avunas1430
    @avunas1430 Рік тому +1

    love it thanks for making it so easy

  • @andreweric9790
    @andreweric9790 10 місяців тому

    great work !

  • @ashwaghoshsonkamble8507
    @ashwaghoshsonkamble8507 7 місяців тому

    Very Well Explained!!

  • @canbhanu
    @canbhanu 8 місяців тому

    Madam- i made an attempt to forecast (by following 3 yrs moving avg) for 2023 is 214, but 2024 is 148 (it is doubt) - by following your teaching guidelines

  • @humchatt
    @humchatt 11 місяців тому

    What does the mse, mape % denote? As in case of coeff we say lesser the coeff more consistent & vice versa similarly is there anything with error!

  • @zayedsaleh9430
    @zayedsaleh9430 Рік тому

    Thank u Madam for your explanation.

  • @princess3284291
    @princess3284291 5 місяців тому

    Thank you. The best.

  • @anjann-e7x
    @anjann-e7x 5 місяців тому

    To calculate MAPE, can we consider only years or is it applicable on a monthly basis as well?

  • @bft157basavarajan6
    @bft157basavarajan6 Рік тому +1

    hlloo mam,
    Your explanation method is very good. I have a doubt, how to get the correct forecasted value by using MAD, MSE and MAPE values. Please give easy solution, it is important for me.

  • @sudha1611
    @sudha1611 2 роки тому

    Excellent teaching ..

  • @dieterstalmann5717
    @dieterstalmann5717 6 місяців тому

    My question is simple: how come the forecast is lower than the trend? I would have thought that with a growing amount for each period, that the 7th value would have been higher than 465, irrespective of the method used. 443 means that I am forecasting a lower value, i.e. the trend will move down from period 6.

  • @vishwaschander6274
    @vishwaschander6274 9 місяців тому

    Can you explain linear regression method of forecasting ?

  • @zairimtiaz434
    @zairimtiaz434 Рік тому

    I wish to ask that what is the difference between Dt and Ft in the formula? As Demand and Forecast are same.

  • @mba_uz
    @mba_uz 2 місяці тому

    Many thanks

  • @miteshrajput9960
    @miteshrajput9960 Місяць тому

    Thanks ❤

  • @AmalALBAlawi
    @AmalALBAlawi Місяць тому

    Thank you so much

  • @amitjain5432
    @amitjain5432 11 місяців тому

    Hello mam, i have a query for moving average, when i calculated using "Data Analysis" option in excel to calculate Moving average for 3 years it gives values starting from 3rd year itself which should be starting from 4th year so got confused shall we consider 3rd year data for 3rd year moving average to see the trend or not, can you help please

    • @karpagamqtcorner8764
      @karpagamqtcorner8764  11 місяців тому

      Hi Amit, for trend analysis use excel data analysis option, whereas for forecasting the next period, use the method that i have shown.

  • @Hcooper14
    @Hcooper14 4 місяці тому

    What about the Root mean square error and display it on a chart?

  • @meyyappanlakshmanan5169
    @meyyappanlakshmanan5169 2 роки тому +1

    Karpagam - One more question. I totally understand the logistics of calculating MAD, MSE and MAPE but I am missing a point - Why are calculating this MAD, MSE and MAPE ? What does it tell us ? Please help me understand. I will be glad to call you or even set up a google call. I learning statistics on own .... any help of great value to me

    • @DwightWalker
      @DwightWalker 2 роки тому +1

      They give spread of error to see how accurate the predictions are. They are all variations on measuring spread of error.

    • @mageshwaranmeena1724
      @mageshwaranmeena1724 Рік тому

      ​@@DwightWalker MSE.. i couldn't find the need of it

    • @priyanktyagi5725
      @priyanktyagi5725 Рік тому

      MAD, MSE, MAPE what does tell us..? How to calculate the accuracy of provided material agst the foreacst and what sold agsnt the forecats

  • @TarunSeth-o1v
    @TarunSeth-o1v Місяць тому

    you mean every month we will less forecast appx 13% ? and it will continue ... in 7th year also you are granting only SMA ...

  • @jmugo_cii5627
    @jmugo_cii5627 Рік тому

    very helpful

  • @sarankumar3499
    @sarankumar3499 Рік тому

    Thank you ❤️

  • @meyyappanlakshmanan5169
    @meyyappanlakshmanan5169 2 роки тому

    Karpagam - I have Incidents for month 1 to month 10. I need to estimate incidents for month 11, 12 and 13. Is it possible to moving average ....

  • @dipsaha01919
    @dipsaha01919 20 годин тому

    thank you mam

  • @manendrakumar1878
    @manendrakumar1878 17 днів тому

    Thanks

  • @canbhanu
    @canbhanu 8 місяців тому

    for 7th year it is ok , how we can calculate 8th year forecast
    madam

  • @priyanktyagi5725
    @priyanktyagi5725 Рік тому

    Man I am simple want
    What provide material agenst the forecast and what sales team sold the material agst the forecast
    I want calculate both the accuracy
    Pls suggest how to do that??

  • @prabhatkumar7847
    @prabhatkumar7847 9 місяців тому +1

    ok so why anyone would like to do this Simple Moving Average method if we have other option, because this is very lengthy

  • @VASILYOMARBARRIGA
    @VASILYOMARBARRIGA Рік тому

    why do we need to calculate for the error?

  • @mohitpal8475
    @mohitpal8475 Рік тому

    Mam where is the starting forcast demand

  • @ahmedmokhtar113
    @ahmedmokhtar113 2 роки тому

    thanks madam for your video but i have comment i think you mistake in calculation of MSE where should divided into 2 instead of 3 please check and feedback

  • @rahulpawar417
    @rahulpawar417 2 роки тому +1

    mam can you solve the same sum through exponential smoothing method please........i have exam on Monday please ...... upload.

    • @karpagamqtcorner8764
      @karpagamqtcorner8764  2 роки тому +1

      Sure Rahul, I will upload the video on or before Sunday afternoon

    • @rahulpawar417
      @rahulpawar417 2 роки тому

      @@karpagamqtcorner8764 thankyou madam

  • @JenyfarYasmin-b3m
    @JenyfarYasmin-b3m Рік тому

    best

  • @jafarmohamad9753
    @jafarmohamad9753 2 роки тому

    What if the forcasted demand was bigger than the actual demand, the error will be in minus

    • @srushtishetty16
      @srushtishetty16 Рік тому

      Yes, but due to absolute error, it will be considered positive in the next column.

  • @seharlicious010
    @seharlicious010 Рік тому

    What happens if mean average is negative

  • @rahulpawar417
    @rahulpawar417 2 роки тому

    mam can solve the same sum through exponential smoothing method please........i have exam on Monday please ......for mse mape mad - exponential smoothing

  • @abdul5806
    @abdul5806 2 роки тому +1

    Mam!
    please interpret the results

  • @zairimtiaz434
    @zairimtiaz434 Рік тому

    Kindly please answer soon. I am waiting.

  • @md.amranhossain8291
    @md.amranhossain8291 Місяць тому

    1 has to be subtracted to measure MSE

  • @areeshaayaz502
    @areeshaayaz502 Рік тому +7

    Hey you did a mistake. You have to subtract 1 from denominator in MSE

  • @kwesiamofa9796
    @kwesiamofa9796 Рік тому

    Please can I’ve ur email 📧