Binary Logistic Regression: Detailed Illustration with Practical Example

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  • Опубліковано 1 гру 2024

КОМЕНТАРІ • 23

  • @BadgerLord
    @BadgerLord 3 роки тому +5

    Hi, this is really helpful! I used it to help me through my Health Psychology Masters. I'd like to ask that you include subtitles, some people including myself find it hard to concentrate with just vocal alone. Love your videos, I will be subscribing and I'll come back thirsty for information ^_^

    • @learnandapply
      @learnandapply  3 роки тому +2

      Thank you so much for your valuable comments, appreciation and suggestions.😊🙏
      Definitely, I will implement it👍

  • @abhishekacharya6691
    @abhishekacharya6691 4 роки тому +1

    Sir what if we have more than, 2 independent variable all in likert scale ?
    Eg : Dependant variable : did you buy the product ? - yes no
    Independant variable :
    1) Advertisement recall ( did you recall the advertisement ) - 5 point likert scale
    2) advertisement image of the product? (did the advertisement inkove product image in your mind ?) - 5 point likert scale
    3 ) did the ad increase the intention to buy ? yes no

    • @learnandapply
      @learnandapply  4 роки тому +1

      Thank you for your valuable question and comment.
      In the case of the Likert scale, you have to use "Ordinal Logistic Regression".

    • @abhishekacharya6691
      @abhishekacharya6691 4 роки тому +1

      @@learnandapply thanks a ton for the answer sir.
      Also, when we are analyzing the independent variable in likert scale using ordinal logistic regression, does the data have to be normal ?

    • @learnandapply
      @learnandapply  4 роки тому +1

      No, it doesn't require but please collect the data using best practices and it should be a good fit.

    • @eachas50
      @eachas50 4 роки тому

      @@learnandapply Sorry sir, how could we used "ordinal logistic regression when our dependent variable is only 2 which is "yes & No".

    • @learnandapply
      @learnandapply  4 роки тому

      "Yes, and No" is not a Likert scale. For this, you have to use "Binary Logistic regression"
      The earlier answer I had given was for the Likert scale.

  • @tihetinabelew768
    @tihetinabelew768 3 роки тому +2

    Hello Sir ! your video is so helpful ,thank you ! i have one question ,,can we use logistic regression for convenience sampling? please sir i need your help thank you!

    • @learnandapply
      @learnandapply  3 роки тому +1

      Thank you so much for your valuable comments and appreciation!
      Well, it depends on what kind of response you are going to collect.
      If it is an attribute, then you have to use logistic regression. If you can specify it more, it will be easy for me to answer.
      Again, thank you so much for your valuable support 😊🙏

  • @Demoze-i1p
    @Demoze-i1p 8 місяців тому

    thanks very much .

    • @learnandapply
      @learnandapply  8 місяців тому

      You are welcome!☺️
      Thank you for your valuable comments and appreciation! ☺️🙏

  • @greetingschannel2292
    @greetingschannel2292 2 роки тому +1

    Thank you

    • @learnandapply
      @learnandapply  2 роки тому

      You're welcome and thank you so much for your valuable comments☺🙏

  • @redietwolde3783
    @redietwolde3783 3 роки тому +1

    hello sir nice video but how can we manage binary logistic regression if we have a missing value in our dependent variable?

    • @learnandapply
      @learnandapply  3 роки тому +1

      Thank you so much for your valuable comments and appreciation!
      If you are having missing values in dependent variables, it's not possible to see their impact on the response variable.
      Please remove the entire observation and collect a new set of observations along with responses.

  • @rajeshwarsehdev2318
    @rajeshwarsehdev2318 4 роки тому +2

    Can we use Linear regression on binary logistic regression? Like < 0.5 or > 1

    • @learnandapply
      @learnandapply  4 роки тому +2

      The binary logistic regression and linear regression are having different application and applied for different dataset.

  • @queeniezhou6956
    @queeniezhou6956 4 роки тому +1

    can we use excel to perform similar analysis?

    • @learnandapply
      @learnandapply  4 роки тому +1

      Thank you for your valuable question. This analysis cannot be conducted in Excel. Excel can perform only regression on numeric values and that is also only for 2 variables.

    • @Luxiouriousprettyme
      @Luxiouriousprettyme 7 місяців тому +1

      @@learnandapply so what can be used for this analysis

    • @learnandapply
      @learnandapply  7 місяців тому

      Use advanced statistical software like SigmaXL and Minitab.
      For more details, visit vijaysabale.co/minitab