Odds Ratios and Log(Odds Ratios), Clearly Explained!!!

Published 2018-06-21
Odds Ratios and Log(Odds Ratios) are like R-Squared - they describe a relationship between two things. And just like R-Squared, you need to determine if this relationship is statistically significant. This StatQuest goes over all these details so that you are ready for any odds ratio and log(odds ratio) situation that you might get yourself into!!!

This StatQuest builds on the concepts covered in...
Odds and Log(Odds):    • Odds and Log(Odds), Clearly Explained!!!  
Enrichment Analysis using Fisher's Exact Test:    • Fisher's Exact Test and the Hypergeom...  

For a complete index of all the StatQuest videos, check out:
statquest.org/video-index/

If you'd like to support StatQuest, please consider...

Buying The StatQuest Illustrated Guide to Machine Learning!!!
PDF - statquest.gumroad.com/l/wvtmc
Paperback - www.amazon.com/dp/B09ZCKR4H6
Kindle eBook - www.amazon.com/dp/B09ZG79HXC

Patreon: www.patreon.com/statquest
...or...
YouTube Membership: youtube.com/channel/UCtYLUTtgS3k1Fg4y5tAhLbw/join

...a cool StatQuest t-shirt or sweatshirt:
shop.spreadshirt.com/statques...

...buying one or two of my songs (or go large and get a whole album!)
joshuastarmer.bandcamp.com/

...or just donating to StatQuest!
www.paypal.me/statquest

Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:
twitter.com/joshuastarmer

Corrections:
8:53 I meant to say "the remaining 198.7 people without the mutated gene".
14:27 I correctly wrote "If the tests worked as expected, 5% should have p-values less than 0.05". That is correct. However, when recording the voiceover, I said "5% should have p-values less than 0.5", which is not correct.

#statquest #statistics

All Comments (21)
  • @statquest
    Corrections: 8:53 I meant to say "the remaining 198.7 people without the mutated gene". 14:27 I correctly wrote "If the tests worked as expected, 5% should have p-values less than 0.05". That is correct. However, when recording the voiceover, I said "5% should have p-values less than 0.5", which is not correct. NOTE: In statistics, machine learning and computer programming, the default base for the log() function is 'e'. Thus, throughout this video I use the natural logarithm, or log base 'e', to do the calculations. Support StatQuest by buying my book The StatQuest Illustrated Guide to Machine Learning or a Study Guide or Merch!!! statquest.org/statquest-store/
  • @larrylok
    It is amazing how many math students who are advanced in math and algebra lack very basic foundation in statistics. Your materials are highly valuable. It’s like the Neanderthals discovering fire.
  • I've been excelling at math without understanding such fundamentals of statistics which I've been silently ashamed of. Your materials have significantly improved my understanding. Hats off to you sir. Thank you.
  • @oshtontsen5428
    As a full-time machine learning engineer, I must say I love the animations and your clear concise explanations! Your videos really helped me understand the fundamentals to succeed in my field. Thank you
  • @joshuah2786
    Graduate students across the globe thank you for these excellent videos. Top marks sir.
  • @PunmasterSTP
    With videos like these, the odds of learning something are good, and it's easy to log a lot of time here!
  • @chaojiang5251
    This is the best series of stats videos I have ever seen happening on youtube. You sir is a legend
  • First time continuously watching 10 videos in a series without any break. 10 x BAM.
  • @raygivler
    This contained the first reference (that I've seen) to "small Bam". This is important StatQuest trivia!
  • @rrrprogram8667
    Brilliant stuff Josh.... I keeep coming back to your video again and again... only to find that there is more and more information which I missed to grasp earlier .. Loving Statquesting.
  • @manuelm962
    Came for the content, stayed for the intro
  • @hajarhajar8906
    This is such an underrated channel! Thanks again for saving my life lol
  • This is so helpful, I have been struggling about log(odd ratio) for a while, the meaning of log part confuses me forever, just never get why log is necessary for the calculation, now I finally understand, thank you so much
  • @muffinman1
    Another confusion clarified, thanks Josh.:trophy-yellow-smiling:
  • @aylin7409
    Man I love the intro song to your video, so calming... my exam is on 15th of April pray for me guys...
  • @bonob0123
    would be great to have a video differentiating odds ratios from relative risk from hazard ratios. in terms of interpretation and when one is used instead of the other
  • @umdmrlbro
    You are the man Josh. Wish I had a teacher like you when I was in school.