Mastering Fixed-Effects Regression in R

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  • เผยแพร่เมื่อ 1 ธ.ค. 2024

ความคิดเห็น • 19

  • @DataHeroes
    @DataHeroes  7 หลายเดือนก่อน

    Download the R script from this video here: data-heroes-2.ck.page/fixed_effects_regression

  • @ajl_47
    @ajl_47 ปีที่แล้ว +1

    Great video, needed help with a project that involved lots of panel data analysis. Cheers

  • @stephenogbodo1328
    @stephenogbodo1328 3 ปีที่แล้ว +1

    Thank you. This was very clear, straightforward and helpful.

  • @IrisSmiderle
    @IrisSmiderle 5 หลายเดือนก่อน

    Hello! What about the "effect" option? I found that in my code it is necessary to specify [effect = "twoways"] when accounting both for state and year fixed effects, otherwise it just accounts for the first specified (in this example "state").

  • @JoyLetters
    @JoyLetters 2 ปีที่แล้ว +2

    Excellent video. Thank you for sharing. What do "within", "between", "random", "fd" and "hd" mean? what do I choose for a fixed effects model?

  • @RR-wc2xy
    @RR-wc2xy ปีที่แล้ว +1

    How should one interpret negative r-squared?

  • @luizguilhermedefreitasbord5802
    @luizguilhermedefreitasbord5802 ปีที่แล้ว +1

    That was really helpful, thanks

    • @DataHeroes
      @DataHeroes  11 หลายเดือนก่อน

      Welcome!

  • @sankalp6872
    @sankalp6872 2 ปีที่แล้ว

    Hello Sir, could you please explain why there is no intercept in the r output of the fixed effect model? Also, what is the interpretation of a negative Adj. R square?

    • @arifmemovic3383
      @arifmemovic3383 2 ปีที่แล้ว +1

      When you estimate a "within" effects model, each unit of analysis has its own intercept. For example, if your unit of analysis is countries, each country will have its own intercept. You are not comparing across countries, but change within a single country over time.

    • @sankalp6872
      @sankalp6872 2 ปีที่แล้ว

      @@arifmemovic3383 Thank you Sir

  • @antoniorodriguezandres161
    @antoniorodriguezandres161 4 ปีที่แล้ว

    But this model is mis-specified as there are many other control variables needed. Based on Becker's theory you need a key variable as the clear up rate. Please check John Lott. Indeed, I am not sure if it would be better to consider violent crimes as count data instead of using rates

    • @svl8389
      @svl8389 2 ปีที่แล้ว +1

      i guess the point of this one is just to teach you how to add fixed effects into the model.....

  • @EduardoGallizzi
    @EduardoGallizzi 4 ปีที่แล้ว

    Great video, Diogo! Could you give me some idea about a topic for my bachelor thesis in Econ, having background in finance + R? Wanna write something related to commodities but I'm a bit lost. I to intend mention it in my application for a Msc. in finance later on... Abraços!

    • @EduardoGallizzi
      @EduardoGallizzi 4 ปีที่แล้ว

      @@DataHeroes No worries, thanks for your reply. Keep up with the good work!

  • @ramonkonig5166
    @ramonkonig5166 3 ปีที่แล้ว

    Thanks for the video. I am pretty new to the topic and was wondering if it would make sense to do a fixed effects regression in either of the following cases:
    1. When the independent variable is different for every observation
    2. When the independent variable can only be in one of two groups (and therefore is a dummy)
    Would appreciate your reply a lot, thank you!

    • @DataHeroes
      @DataHeroes  3 ปีที่แล้ว

      Definitely for the second case. Not sure I get the first. Is it a continuous variable? The key idea of fixed effects is when there are differences among entities, like countries, companies or groups.

  • @jibbersilvan
    @jibbersilvan ปีที่แล้ว

    switzerland is not part of the EU therefore also not the richest country of the EU