#SmartPLS4

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  • Опубликовано: 21 авг 2024
  • The session focuses on how to assess the predictive power of the model using PLSPredict in SmartPLS4. The sessions starts with the concept of Predictive power, the theory behind it, the process of predictive power assessment, and finally practical illustration of how to assess predictive power using PLS Predict in SmartPLS4.
    Do you have any questions, tips, or ideas? Let me know in the comments section below!
    About:
    Research With Fawad is a Research initiative to help young and early career research learn the research tools and techniques. It is an initiative to share research knowledge and help researchers learn to research the easy way.
    Learn more about Research With Fawad at www.researchwi....
    #smartpls #smartpls4 #predictivepower #predictivevalidity #plssem #sem #TrainingSmaple #HoldoutSample #OutofSamplePredictivePower

Комментарии • 28

  • @aartibhadauria9351
    @aartibhadauria9351 9 дней назад

    Thorough justification. Please also provide research articles that are pertinent.

  • @yvescostanetto5267
    @yvescostanetto5267 9 месяцев назад +1

    Congratz, mate. Easy and detailed explanation.

  • @seyedjafarmousavi6973
    @seyedjafarmousavi6973 2 года назад +1

    Great toturial, thank you very much 🙏🏼💐

  • @nehavarma8654
    @nehavarma8654 Год назад +1

    Thank you so much sir for providing very useful information. could you please provide the reporting of predictive power in the thesis? with your videos, I was able to report all the results except the predictive power of the model. I would be very grateful if you include reporting video also.

    • @researchwithfawad
      @researchwithfawad  Год назад

      Thanks. I am glad you liked it. I am sorry but haven't made any video on it yet. However Search Google scholar with following strings to get paper that have.
      allintext:"SmartPLS" "PLSPredict"

    • @nehavarma8654
      @nehavarma8654 Год назад +1

      @@researchwithfawad thanks alot sir for you support..!! :)

  • @imaaronds6914
    @imaaronds6914 2 года назад +1

    Thank you so much

    • @researchwithfawad
      @researchwithfawad  2 года назад

      Thanks. I am glad you liked it. Please do circulate 8n your research circle.

  • @farmagold2239
    @farmagold2239 2 года назад +1

    Gracias información valiosa. siga por favor gracias

  • @qaisbatiha2309
    @qaisbatiha2309 Год назад +1

    first and foremost I really thank you so much I learned from you more than the lecturer I paid him "May Allah accept it as your good deeds and bless".
    Something else I would like to ask, is how I can report the predictive model in the thesis?

    • @researchwithfawad
      @researchwithfawad  Год назад

      Thanks. I am glad you liked it.
      You can out in a para after hypotheses testing. Mention if it was high or medium based on the comparisons plus the table as provided by the Smart PLS

  • @Alhamzah_F_Abbas
    @Alhamzah_F_Abbas Год назад +1

    Very interesting explanation. well done. can we get the content of this video, please?

  • @xuegewang9335
    @xuegewang9335 4 месяца назад

    Hi professor, if one indicator has a Q2predict0 and RMSE value

  • @adeelmunir3320
    @adeelmunir3320 Год назад

    How we can use PLSPredict for higher order constructs?. Should we compare and report the RMSE values of only lower order construct or should we include higher order as well?

    • @researchwithfawad
      @researchwithfawad  Год назад

      Unfortunately, at the moment only repeated-indicators approach will work to generate predictions for PLS models. So you can use PLSpredict when estimating a repeated-indicators construct.
      However, there is currently no solution for using two-stage estimation method to conduct PLS-predict.

  • @AP_Pathak
    @AP_Pathak Год назад

    Sir, how to report it like the explanatory power table that you made and stated the description of the table? if you can make a video on reporting the predictive power table then it will be beneficial

    • @researchwithfawad
      @researchwithfawad  Год назад

      Thanks for your interest. I hope to make one soon. For now you can search google scholar with the following string to find papers that have used PLS Predict and see how they report it.
      allintext:"PLS Predict"

  • @nourosama119
    @nourosama119 Год назад

    Thank you sir for your very informative sessions! I have a question if I have a higher-order reflective-formative construct as a dependent variable that was developed using the disjoint two-stage approach, can I use PLSpredict to assess the model's predictive relevance or not? also if it is not possible. how should the structural model assessment go? just report on direct relations path coefficients and R2?

  • @glowingstars8163
    @glowingstars8163 2 месяца назад

    There is already q saqure value in table which show the predictive power ,then why u use RMSE and MAE for predictive power .is it necessary?

  • @AP_Pathak
    @AP_Pathak Год назад

    sir when to report model predictive power?