Negative Binomial Regression model | Statistical model| Count Data model

Поділитися
Вставка
  • Опубліковано 20 лип 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...
    Contact - analyticsuniversity@gmail.com
    ANalytics Study Pack : analyticuniversity.com/
    For courses on Credit risk modelling, Market Risk Analytics, Marketing Analytics, Supply chain Analytics and Data Science/ML projects contact analyticsuniversity@gmail.com
    For Study Packs : analyticuniversity.com/
    Complete Data Science Course : bit.ly/34Sucmb
    Access All Coursera Plus courses @ $400 : bit.ly/2ZL51Dd
    Discounted courses on Udemy (for $11): bit.ly/2LYU6hp
    Free access to Skillshare: bit.ly/2thklJu
    Coursera :
    Data Science : bit.ly/37nABr6
    Data Science Python : bit.ly/2ZK5oMm
    Recommended Data Science Books on Amazon :
    Python for Data Science: geni.us/PythonDataScience
    R for Data Science : geni.us/DataScienceR
    Machine Learning using Tensorflow: geni.us/MLinTensorflow
    Data Science from Scratch: geni.us/DataSciencefromScratch
    Python programming: geni.us/LearnPython
    Artificial Inteligence: geni.us/LearnAI
    Data Vizualization : geni.us/DataViz
    Analytics University on Twitter : / analyticsuniver
    Analytics University on Facebook : / analyticsuniversity
    Logistic Regression in R: goo.gl/S7DkRy
    Logistic Regression in SAS: goo.gl/S7DkRy
    Logistic Regression Theory: goo.gl/PbGv1h
    Time Series Theory : goo.gl/54vaDk
    Time ARIMA Model in R : goo.gl/UcPNWx
    Survival Model : goo.gl/nz5kgu
    Data Science Career : goo.gl/Ca9z6r
    Machine Learning : goo.gl/giqqmx
    Data Science Case Study : goo.gl/KzY5Iu
    Big Data & Hadoop & Spark: goo.gl/ZTmHOA

КОМЕНТАРІ • 9

  • @CormanToth
    @CormanToth 5 років тому +1

    Great explanation - thanks for this

  • @nickjames1066
    @nickjames1066 5 років тому +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?

  • @Hoochy0208
    @Hoochy0208 6 років тому

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

  • @brazilfootball
    @brazilfootball 3 роки тому +1

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

  • @hanan_almulla
    @hanan_almulla 6 років тому +1

    AMAZING

  • @Suresh8848m
    @Suresh8848m 4 роки тому

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

  • @curiouscat98
    @curiouscat98 4 роки тому +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 6 років тому

    Can you please post the data set?

    • @mjgvanschaik
      @mjgvanschaik 6 років тому

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