Regression with categorical independent variables

In this video I show you how to use categorical independent variables, i.e. ordinal or nominal variables in your regression analysis.
You can find more information about regression here:
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and the link to the Regression Calculator:
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If you like visit also our french page:
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Regression Analysis: An introduction to Linear and Logistic Regression
• Regression Analysis: A...
Simple and Multiple Linear Regression
• Simple and Multiple Li...
Assumptions of Linear Regression
• Assumptions of Linear ...
Logistic Regression: An Introduction
• Logistic Regression: A...
Dummy Variables in Multiple Regression
• Dummy Variables in Mul...
Regression with categorical independent variables
• Regression with catego...
Multicollinearity
• Multicollinearity (in ...
Causality, Correlation and Regression
• Causality, Correlation...

[@datatab]

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

[@existentialrap521]

Good shit, homie. I was like, how the fuuuuuc do I do this logistic regression when most of my categorical variables have many values... I couldn't wrap my head around it because the regression values didn't make any sense. I'm glad I found this video!

[@datatab]

Great!!! And thanks for the feedback : )

[@MlNECRAFT69]

Frrr g good shit , this shit is lit fr yo one thousand

[@parhamm1]

im into learning german and ML in same time and found your channel. how lucky am i?

[@JGoodman333]

Very informative. My textbook wasn't helping much. I liked the simplicity.

[@datatab]

Thanks a lot for your feedback!

[@ruwindarowel8200]

Amazing Explanation. Please keep it up❤❤

[@lezinho92]

Thanks for the excellent content. How should we report the data for a scenario where we have a categorical variable with three or more categories (2 or more dummies), where SPSS will generate a row with different Beta and significance for each dummie? I have seen articles where this scenario happens and only one row (Beta/significance) is reported to represent the whole variable. Thank you.

[@atharalishah4951]

V. Good your way of teaching is superb

[@datatab]

Thanks a lot! Regads Hannah

[@boyanjin1247]

what to do if we have a categorical varilable has more than 3 values, for example 10, do we need to create 9 more columns? What to do with ordinal variables? Thanks a lot

[@abdulsoomrorahim1763]

My concern why ranch has one scoring number why we can’t give 1-3 or 1-5 number for example we are conducting survey

[@asfawabiyot9491]

Helpful!

[@datatab]

Thanks! datatab.net/

[@ammarparmr]

Great video

[@datatab]

Thanks!!!

[@abdulsoomrorahim1763]

Can you please metric and nominal I assume nominal which meant selected options numbers, but how metric does works

[@jeanpaulsanchez9575]

I have some question: I have an independent categorical variable with 3 categories (3 dummies). Then I generate my model and I found that just 1 of my 3 dummies is significant. Should I generate a new model removing those dummies that aren't significant? or should I report every Beta despite they aren't significant?

[@datatab]

Hi, if you have 3 categories you have 2 dummies 3-1=2 . On the fly, I would say report everything! But that may be different from case to case. Regards, Hannah

[@jeanpaulsanchez9575]

@@datatab haha ok, I want to use the multinomial regression as a descriptive way to describe de relation of my independient variables with my dependent variables. And that why if I use n-1 dummies I'm not able to describe that missing category :'( .
By the way, if I use n-1 dummies I get less accuracy in the predictions than if I use 3 dummies, also change the accuracy of predictions depending in the set of n-1 dummies that I use for my model 🥺

[@babyallysiacarungay5910]

Hello, I have a question. Is it possible to do regression analysis for two categorical variables and one continuous variable as independent variables, and a continuous variable as dependent variable?

[@datatab]

Hi, yes that should be possible!

[@thanhpham7285]

Thank you

[@daphneashba]

Amazing thank you

[@datatab]

Many thanks for your nice Feedback! Regards, Hannah

[@JuanAntonioNelson]

What does the y intercept indicate?

[@LilayMelkamu]

I have question, on my research paper i have one independet continous variable and four dependent variable in which three dependent variables are categorical with more than two caracterstics or values and one continous variables with more than 2 values. Therefore, what types of regression analysis should i use

[@alpguler1286]

Terrible pronunciation :(
Please especially check how the term 'variable' is pronounced.

[@datatab]

Thanks for your feedback! We are constantly improving : )