Dummy Variables in Multiple Regression

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  • Опубліковано 12 лис 2024

КОМЕНТАРІ • 52

  • @datatab
    @datatab  Рік тому +2

    If you like, please find our e-Book here: datatab.net/statistics-book 😎

  • @dukeislam6293
    @dukeislam6293 4 місяці тому +2

    Thank you. You provided the best explanation of "Dummy Variable".

  • @Nick-px5tq
    @Nick-px5tq Рік тому +6

    Hah! I loved the n-1 reveal on car type dummy variables. As you were describing the initial 3 I was yelling at the screen "but these are mutually dependent - they break the assumptions!". I laughed at myself when you got to the n-1 reveal 🤣

  • @mehdi.sajadi
    @mehdi.sajadi Рік тому +1

    thanks a lot, it was useful to deal with non-numerical variables

  • @muzahirahmednur5957
    @muzahirahmednur5957 2 роки тому +5

    Thanks so much! May Allah Almighty reward you with the best

    • @datatab
      @datatab  2 роки тому +3

      Thank you too for your comment! Regards Hannah

  • @Rodrigo-lq2iy
    @Rodrigo-lq2iy 3 роки тому +8

    Thank you very much! Really helpful content!

    • @datatab
      @datatab  3 роки тому +2

      Hello Rodrigo, many thanks for your Feedback! Cheers Hannah & Mathias

  • @simjxin6696
    @simjxin6696 2 роки тому +2

    Both Chicago and NY have two coefficients, but are under one variable "Place". So what does the coefficients mean when inserted into the multiple regression equation?
    I'm not sure if my question makes sense TT

  • @doof6416
    @doof6416 2 роки тому +2

    This was so helpful, thank you!

    • @datatab
      @datatab  2 роки тому

      Glad it was helpful! Regards Hannah

  • @thatbengaligirl4559
    @thatbengaligirl4559 2 роки тому +3

    German for sure. Loved it!!!! :D

    • @datatab
      @datatab  2 роки тому +2

      No Austrian : ) Many thanks for you nice feedback, Regards Hannah

  • @asamijaz5459
    @asamijaz5459 2 роки тому +4

    apart from goodness of presentation i really loved the accent aswell

    • @datatab
      @datatab  2 роки тому +1

      Many thanks : ) Regads Hannah

    • @ASAM90
      @ASAM90 2 роки тому +1

      @@datatab keep up the good work Hannah

    • @datatab
      @datatab  2 роки тому

      @@ASAM90 Many thanks : )

  • @JustineBoso
    @JustineBoso 6 місяців тому

    Hi ! Thank you for the video it was very interesting and helpfull. I have a question, how many characteristics we can use for one variable ? Is there a limit ? Thank you !

  • @SourovDattacse
    @SourovDattacse 2 роки тому +1

    You have a friendly speaking style. Slow and Cute. Very helpful tutorial.

    • @datatab
      @datatab  2 роки тому

      Thank you! 😊

  • @_Anonymous_9
    @_Anonymous_9 3 роки тому +8

    Thanks. How about if we have 2 categorical variables with 2 levels, and are also interested in an interaction term? (i.e. like a 2x2 ANOVA). What is the process for setting the dummy variables for the interaction term also?

    • @datatab
      @datatab  3 роки тому +3

      I am not quite sure, but would say it is done normally. So for both variables simply the categories 0 and 1 generate and for the interaction both multiply, then only 1 comes out if both are one!

    • @_Anonymous_9
      @_Anonymous_9 3 роки тому +2

      @@datatab Thanks for your reply 😊. Yes that works. The problem comes with multi-collinearity after I add the (k-1) dummy variables of the interaction term into a model with the main effects. I can only add 1 level of the interaction term into the model without multi-collinearity problems, not (k-1).

  • @ryanbrink4074
    @ryanbrink4074 Рік тому +1

    if there are three places of residence why do we only use two of them? Currently working on a MLR project and am struggling to understand which one to not include as I am using 4 indicator variables.

  • @xxMegha33xx
    @xxMegha33xx Рік тому

    How to choose dependent and independent variable?

  • @AlvinYakitori060
    @AlvinYakitori060 2 роки тому +3

    How do we interpret coefficients of dummy variables with more than 2 values?

  • @manifestationmaster1111
    @manifestationmaster1111 Рік тому +1

    If True == 1 in coding, shouldn't yes be 1 not 0?

  • @nabuko434
    @nabuko434 5 місяців тому

    thank you!

  • @JOWIGAMINGGTA
    @JOWIGAMINGGTA 2 роки тому +1

    Can you perform a bivariate regression with only one dummy variable? How will this look like?

    • @datatab
      @datatab  2 роки тому

      Yes, for example, whether gender has an impact on salary! Then however the same results come out as if one simply computes a t test!

  • @theforester_
    @theforester_ 2 роки тому +5

    so just a quick question: if my dependent variable (y) is categorical i must perform logistic regression, however when my independent variable (x) is categorical i must create dummy variables.
    is it correct ? sometimes i get confused by this. thanks! greetings from brazil

    • @datatab
      @datatab  2 роки тому +4

      Yes this is correct!!! Regards Hannah : ) Greetings from Austria

    • @petercross1879
      @petercross1879 2 роки тому

      @@datatab I need to make 2 box plots. 1 with systolic blood pressure for obesity, 1 for systolic blood pressure without obesity. I have no idea how to determine obesity with bmi of 30 or more.

    • @aparajitaswami5509
      @aparajitaswami5509 Рік тому

      @@datatab But what should be done when both dependent and independent variables are categorical?

    • @sleepless2541
      @sleepless2541 11 місяців тому

      ​@@aparajitaswami5509logistic regression

  • @zupmutado5612
    @zupmutado5612 2 роки тому

    kenal dr nizam ko?

    • @datatab
      @datatab  2 роки тому

      Sorry, understand only german or english : )

  • @shahnawazusmani4035
    @shahnawazusmani4035 3 роки тому +1

    👍

  • @CreamyDrummer
    @CreamyDrummer 2 роки тому +4

    Ze reall germanzz

    • @datatab
      @datatab  2 роки тому

      Where are you from?

    • @datatab
      @datatab  2 роки тому +1

      Actually Austria : )

    • @noellezoetormin1179
      @noellezoetormin1179 2 роки тому +1

      HAHAHAHA this is the strongest German accent I've ever heard I love it

    • @ASAM90
      @ASAM90 2 роки тому +1

      Yes Austrian accent is very strong. I still remeber Brad Pitt having Austrian accent in 7 years in Tibet

  • @tronixlkelectronics8277
    @tronixlkelectronics8277 3 роки тому +5

    1st