Survival Analysis Part 10 | Model Assumptions for Cox Proportional Hazards Model

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  • Опубліковано 28 лис 2024

КОМЕНТАРІ • 22

  • @Ruostesieni
    @Ruostesieni 7 місяців тому +1

    It took me way too long to find a video that goes through these important things regarding the actual mathematics behind the model and the assumptions. An absolute life-saver!

  • @eliu8374
    @eliu8374 4 роки тому +26

    This is the best survival analysis tutorial I have seen. Excellent teaching.

    • @jarrydmartin6478
      @jarrydmartin6478 3 роки тому +1

      I agree, by far the best I've seen, so well explained and doesn't skimp on the theoretical detail

  • @surendrabarsode8959
    @surendrabarsode8959 4 роки тому +5

    This is the best introduction to Survival Analysis that I have come across. Everything is so easily and clearly explained. Thanks Prof Marin!!

  • @wendyli9465
    @wendyli9465 3 роки тому +1

    These assumptions are important, but this is the first time I learnt! Awesome~~~

  • @huakbar4398
    @huakbar4398 2 роки тому

    Thank you so much Sir. It was an incredible presentation of the Cox hazard. Very clear, elaborative. Bless you for contributing to science and education

  • @ast123f5
    @ast123f5 2 роки тому

    Thank you so much for giving us this very clear and comprehensive overview!

  • @gdstoica
    @gdstoica 3 роки тому

    Great tutorial and explanations! Thank you for this!

  • @taiwankyh
    @taiwankyh 4 роки тому +2

    Excellent explanation; regarding the 5th point, I have a question that many people use Cox proportional model with “age”, either continuous variable, or categorical variable, in biomedical research. It looks wrong?!

    • @DrifterChan
      @DrifterChan 4 роки тому

      The same issue as you.

    • @DrifterChan
      @DrifterChan 4 роки тому

      But I think you can fix age at the beginning of the observation and do not make any change during the observation

  • @kalyanirajalingham-w5v
    @kalyanirajalingham-w5v Місяць тому

    Can you show us how to test these assumptions in r?

  • @pradipmoon7469
    @pradipmoon7469 4 роки тому

    If the concordance index is less for example c-index 0.5. How we can improve this concordance index in R language? If we used optimisation method then which parameters we need to used in Coxph function. Thank you.

  • @krielsavino5368
    @krielsavino5368 Рік тому

    Bit late, but thank you for the lectures!

  • @pernilleyde1984
    @pernilleyde1984 3 роки тому +1

    Thanks for the nice videos!
    Does the 5th assumption not also hold for exp and weibull?

    • @marinstatlectures
      @marinstatlectures  3 роки тому +2

      Yes, the first 5 all apply to exponential and weibull as well

  • @lolafgy6832
    @lolafgy6832 2 роки тому

    THANK YOU SO MUCH !

  • @dawood_analytics
    @dawood_analytics Рік тому

    Please sir make a series of videos on Time series analysis, Bayesian Statistics. or if you know any source . Please share a link. Thank you prof Marin

  • @thiagoluz1052
    @thiagoluz1052 4 роки тому

    thank you again

  • @annafeting9741
    @annafeting9741 3 роки тому

    Perfect

  • @Sylviegift
    @Sylviegift 4 роки тому +1

    Nice shirt