Logistic Regression: Understanding & Interpreting Odd Ratios

Поділитися
Вставка
  • Опубліковано 4 лют 2025

КОМЕНТАРІ • 21

  • @AnalyticsUniversity
    @AnalyticsUniversity  6 років тому

    Learn Credit Risk Analytics (POP, PD, LGD, EAD, CCF, Stress Testing, Model Validation ) : analyticuniversity.com/credit-risk-analytics-study-pack/ . Contact : analyticsuniversity@gmail.com

  • @AnalyticsUniversity
    @AnalyticsUniversity  7 років тому

    Complete Data Science Course : bit.ly/34Sucmb
    Data Science Books on Amazon :
    Python Data Science : amzn.to/2Qg6g8m
    Business ANalytics : amzn.to/2F7RhGT
    STatistics : amzn.to/2ZGcSjb
    Statistical Leanring : amzn.to/2ZHV6fn
    Python : amzn.to/2u0uKJR
    Audio books : amzn.to/2SSynMD
    Coursera :
    Data Science : bit.ly/37nABr6
    Data Science Python : bit.ly/2ZK5oMm
    Discounted courses on Udemy: bit.ly/2LYU6hp
    Udacity Nanodegree:
    Data Science : bit.ly/39IzAfc
    Machine Learning : bit.ly/2sOinRb
    Free access to Skillshare: bit.ly/2thklJu
    20$ discounts on below courses : use coupon UA-cam20
    Data Science Live Training :
    AI and Tensorflow: bit.ly/2tOnOzA
    Python : bit.ly/2QkH1QQ
    Data Analytics : bit.ly/2PR4eez
    Data Science : bit.ly/2QhxmdR
    SAS : bit.ly/2Mpx83m
    Big Data Training:
    Hadoop : bit.ly/2sgHWdb
    Splunk : bit.ly/2Ms0A8L
    Kafka : bit.ly/2MorRc4
    SPark : bit.ly/35TO8Gp

  • @samiashahnawaz8121
    @samiashahnawaz8121 4 роки тому +2

    super informative I finally understand log odds!!

  • @AlexSmith-tr9hc
    @AlexSmith-tr9hc 7 років тому +7

    Unless I am mistaken, it would seem to me that at 9:28, Interpreting Log Odds, the formula should be Exp (Logodd (301) - Logodd (300)), not 300-300.

  • @nguyendinhtuan1
    @nguyendinhtuan1 3 роки тому +1

    In an even or odd game, what algorithm should we apply, sir?
    Thanks!

  • @mauanu100
    @mauanu100 5 років тому +1

    Hi, the log odd of 0.111 shows -2.29 while I'm using function log(0.1111) in R.
    As per your tutorial the values is -0.95424. May I know the result is different to me.

  • @ishitasadhukhan1
    @ishitasadhukhan1 10 років тому +1

    also is there any video for say ROC curves and lift curves interpretation?

  • @ishitasadhukhan1
    @ishitasadhukhan1 10 років тому +1

    very good interpretations. very helpful.

  • @ashishpalsingh1163
    @ashishpalsingh1163 5 років тому

    NIce video sir..!!

  • @divyaalok5538
    @divyaalok5538 Рік тому

    Awesome

  • @ramchandersrivastava6352
    @ramchandersrivastava6352 6 років тому

    It was helpful for me

  • @tangibleoxygen1986
    @tangibleoxygen1986 10 років тому +3

    can we have the same thing for Rank variable? like what happens to the chance of getting admitted if the Rank variable is 1,2,3 or 4. How do we interpret for sets of equations then?

    • @AnalyticsUniversity
      @AnalyticsUniversity  10 років тому

      ARIMITRA MAITI Thats an interesting question. Well, one of the rank is taken as base rank as the other ranks are compared to the base rank...Like for example for two students having exactly same GRE and GPA score, what is difference in the odds of getting admitted if one is from rank1 college compared with the one from rank4, similarly rank2 compared to rank 4, and rank 3 with rank 4 (rank4 being the base rank)

    • @triptimahara7572
      @triptimahara7572 8 років тому

      ARIMITRA MAITI

  • @srdhoble
    @srdhoble 7 років тому

    Thank You!!

  • @ФЕН2012-НаУКМА
    @ФЕН2012-НаУКМА 9 років тому

    thank you!

  • @ashishpalsingh6404
    @ashishpalsingh6404 5 років тому

    @7.14 can anyone tell how he assume value 300??...................then he got the difference of log odds .00358?

    • @pigslopable
      @pigslopable 8 місяців тому

      He chose 300 as a random example of GRE score and compared it to 301. Results would have been the same had he randomly chosen to compare 200 to 201, or 150 to 151, etc.

  • @Sikanderbizenjo
    @Sikanderbizenjo 8 років тому +1

    Hello, what if the odds ratio is below 1, lets say 0.89***?

  • @phd.eriolamariuscharlotade5634
    @phd.eriolamariuscharlotade5634 2 роки тому

    Can you do similar video for marginal effect?

    • @firstkaransingh
      @firstkaransingh 2 роки тому

      It's already done
      ua-cam.com/video/GgFLY6J07so/v-deo.html