Negative Binomial Regression model | Statistical model| Count Data model

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  • čas přidán 7. 07. 2024
  • IN this video you will learn about the negative binomial regression. Such models are used when you have count data that is over dispersed, which mean the variance of the dependent variable is much higher than the mean. This is somewhat similar to Poisson regression model as well.
    Reference: stats.idre.ucla.edu/r/dae/neg...
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Komentáře • 9

  • @CormanToth
    @CormanToth Před 5 lety +1

    Great explanation - thanks for this

  • @hanan_almulla
    @hanan_almulla Před 6 lety +1

    AMAZING

  • @Hoochy0208
    @Hoochy0208 Před 6 lety

    I need to do a post-hoc pairwise comparison of my negative binomial model. Do you know what test I should use?

  • @Suresh8848m
    @Suresh8848m Před 4 lety

    Good job...Keep it up please...

  • @nickjames1066
    @nickjames1066 Před 5 lety +2

    Hi great video thank you for posting it! So to test the significance of a variable with multiple categories you must always run NegBin models with and without that variable and save those 2 model outputs as objects. Then run an ANOVA on those 2 objects to see if the difference in the response variable is significant?

  • @brazilfootball
    @brazilfootball Před 3 lety +1

    How do we interpret theta = 1.033?
    A summary of my own model calculates a theta = 0.3949, what does this mean?

  • @curiouscat98
    @curiouscat98 Před 4 lety +1

    To increase your subscribes it is necessary to give the data and code as Dr. Rai doing and getting lots of subscriber. Test yourself.

  • @samyajitbasu8263
    @samyajitbasu8263 Před 6 lety

    Can you please post the data set?

    • @mjgvanschaik
      @mjgvanschaik Před 6 lety

      Hello Samyajit, the dataset can be found by following the instructions on this website: stats.idre.ucla.edu/r/dae/negative-binomial-regression/