Correction: 15:21 The left hand side of the equation should be “log(odds Obesity)” instead of “size”. NOTE: In statistics, machine learning and most programming languages, the default base for the log() function is 'e'. In other words, when I write, "log()", I mean "natural log()", or "ln()". Thus, the log to the base 'e' of 2.717 = 1. Support StatQuest by buying my book The StatQuest Illustrated Guide to Machine Learning or a Study Guide or Merch!!! statquest.org/statquest-store/
@borispenaloza67884 жыл бұрын
Josh.. thanks for these videos man.. one question did you mean obese = log(odds normal_gene) x B1 + ... instead of size = log(...???
@statquest4 жыл бұрын
@@borispenaloza6788 What time point in the video (minutes and seconds) are you talking about?
@borispenaloza67884 жыл бұрын
@@statquest Starting at 15:23.. you mentioned obesity but the equation shows size...
@statquest4 жыл бұрын
@@borispenaloza6788 Ahh, I see. That's a typo.
@borispenaloza67884 жыл бұрын
@@statquest yes.. but it was a great explanation!
@kuntalnr3 жыл бұрын
I am very emotional when writing this. I was struggling to learn logistic regression until I came to this channel and it has really transformed my understanding and confidence. I love how this channel uses visual tools and graphs to explain the concepts instead of some heavy dose of equations. This channel is a blessing to students like us who struggled during pandemic with classes.
@statquest3 жыл бұрын
Hooray! I'm glad the video was helpful! :)
@sattanathasiva80802 жыл бұрын
Thi is sooooo true, this channel is a bless for students like us and the way your r explaining with practical example is like I've found my heaven. Many many thanks for these videos. You are one of my best teacher in stats.
@roachspray2 жыл бұрын
im with u on this, the pandemic has made me lose so much of motivation in my studies but we can always bounce back :) lets get thru the semester together!!!
@TheyCalledMeT2 жыл бұрын
your entire story underlines the question of why do we ACTUALY need a university .. it costs a fortune and the professors tend to explain it worse than a YT video ... ofc .. there are fields where it's much much harder to put all the stuff into a short well done video .. but oof .. the more i learn on the job from other fields than mine .. the more i get the impression universities should be used to support learning not to be the be all and end all of education .. especialy not when it's increddibly expensive and or utter bs people study (f.nist glaciology for example..)
@asmojo51252 жыл бұрын
@@statquest DOUBLE BAM !!
@jacktesar154 жыл бұрын
Josh, I just want you to know you are the only reason I will graduate from my MS in Stats program
@statquest4 жыл бұрын
Wow! Good luck!
@MrSpiritmonger4 жыл бұрын
yea man, I took biostats three times in my life (undergrad, masters, PhD) and the only time things REALLY made sense at the intuitive level is watching StatQuest explanations.
@Anonymous-545454 жыл бұрын
@@MrSpiritmonger I have a graduate degree in pure math and I'm on here watching these so I can learn how to succinctly summarize things to my nontechnical boss (in this case I actually don't know the concept at all and this time it's for me, but that's how I found the channel)
@temptemp62222 жыл бұрын
Saaame!
@Aziqfajar Жыл бұрын
How was it?
@user-rb7us2qm7c2 жыл бұрын
Can’t believe I’m saying this. Right after I finished watching a video of someone doing fancy snowboarding tricks, I started binge-watching your statquest videos and I got so addictive... I started hating stats for the last term because of a boring prof but you saved my butts!!!
@statquest2 жыл бұрын
BAM! :)
@amandineg29114 жыл бұрын
You're an absolute gem of human being. It takes a special talent and surely a lot of work to be able to explain these concepts so clearly ! Thank you so much for sharing all of this with us :)
@statquest4 жыл бұрын
Thank you very much! I really appreciate your support - it means a lot to me. :)
@mostinho74 жыл бұрын
4:50 in linear regression, y axis can have any value (which makes it easier to solve) but for logistic regression y values confined between 0 and 1 as it represents the probability. To deal with this, we transform the y axis to be log odds instead of probability Transforming probability to log odds using the logit function, logit = log(p/(1-p)) 5:50 how the axis changes The old y axis (in probability) that went from 0.5 to 1 goes to 0 to infinity (in log odds) 8:00 the log odds y axis transforms the curved plot to a linear plot 8:20 the coefficients of logistic regression are for the linear plot of log odds axis 8:48 you get coefficients of the kind just like linear regression 9:30 don’t understand, check odds ratio stat quest
@kritisk13 жыл бұрын
Josh, ur my stats savior. Everyone start teaching very serious "let's get to the topic" but u soothe us with that gentle guitar beat and make us feel so comfortable. I just don't know how to express my gratitude, still thanks a ton and I mean it
@statquest3 жыл бұрын
Thank you very much! :)
@shubhamlahan4 жыл бұрын
JOSH, just like your videos, your music is incredible. Thank you for all the efforts you put in. Quadruple BAM !!!
@statquest4 жыл бұрын
Thank you very much! :)
@gauravk40505 жыл бұрын
These videos totally help in getting a glance again from starting!! when you study so deep that you forget where you started1! totally solves Occam's razor problem!!BAM
@user-cb6mw8od3c5 жыл бұрын
StatQuest, you are absolutely the best video material on KZfaq!! It's funny but it's also in-depth and complete. I wish I could learn all of my academic courses with you.
@statquest5 жыл бұрын
Thank you! :)
@hcgaron6 жыл бұрын
Your channel is truly excellent. I watch these videos, then read my textbook, then my lecture, finally complete / code my results. It’s proving very helpful.
@statquest6 жыл бұрын
Thank you! I'm glad my videos are so helpful. :)
@wolfisraging6 жыл бұрын
Finally we have an awesome tutorial on KZfaq on this topic. Big fan😊
@statquest6 жыл бұрын
Hooray!!! I'm glad you like this video so much! :)
@AnilJacobs4 жыл бұрын
Absolute Stunner! I sat through hours of classroom lectures and mentoring yet couldn't understand it simple enough like you explained on this video. Thank you!
@statquest4 жыл бұрын
Thank you very much! :)
@RaviShankar-jm1qw4 жыл бұрын
Could not resist joining your channel after seeing this video. Damn, you are genius Josh and indeed a blessing for people like us who get overwhelmed by Statistics due to the heavy theory prevailing everywhere. Absolutely loved the numbers approach which shows how the logistic regression is calculated!
@statquest4 жыл бұрын
Thank you so much!!! I really appreciate your support. :)
@alexz74325 жыл бұрын
This is the best song I heard from watching your channel so far :D Anyway, your clear explanation is awesome. Keep up the great work!
@statquest5 жыл бұрын
Thank you so much! :)
@miamyos2 жыл бұрын
Hi, I just wanted to say thank you for these videos. I have tried to help a friend with this for a while because her teacher isn't very good at explaining things and it's been hard because it's been almost a decade since I took a statistics course. Your videos are extremely helpful and your explanations are so good, I think both me and my friend have learned more in two videos than we have during the entirety of her course. Thank you ❤
@statquest2 жыл бұрын
I'm glad my videos are helpful! :)
@tanbui75693 жыл бұрын
Josh, your videos can never give me a break. Always have something new to note down. I've been practicing Logistic Reg and Deep Learning for a while but I never knew Logistic Reg is grounded in log(odds). I do not think any ML/DL books or courses actually cover log(odds), at least in all that i've read/studied. They only mentioned the activation function which is the sigmoid. Thank you for the awesome video as always.
@statquest3 жыл бұрын
Thank you very much! :)
@myip052 жыл бұрын
kudos to you, not everyone learns the same, you show everything explicit and on simple terms. Thank you for doing this.
@statquest2 жыл бұрын
Glad it was helpful!
@danieljohnson2202 жыл бұрын
i am currently doing a degree in Comp Sci and AI and am regularly referring to your videos as they explain the concepts so well. Really useful channel!
@statquest2 жыл бұрын
Glad you like them!
@stats2econo Жыл бұрын
Respected sir. I teach econometrics to scholars with minimal fees to support them in research. For every batch in mle and logit model I share your videos with full confidence. We all are thankful to you. I can see your dedication and love for your work. Thank you so much.
@statquest Жыл бұрын
Thank you very much! :)
@joanatomeribeiro3 жыл бұрын
Thank you so much! Your clarity is brilliant! If all the teachers in the world explained like you, there wouldn't exist such a thing as bad students.
@statquest3 жыл бұрын
Wow, thank you!
@thej10915 жыл бұрын
I was doing the DATA SCIENCE CAPSTONE COURSE on linear regression! horrible teaching! Man you killed it! I finally understand log odds and how it manifests as log odds ratio! thank You! Statquest! The comparison to linear regression! My god! Great stuff and Great teaching!
@aryapranahutama65695 жыл бұрын
I see why you made a wonderful video about statistics. It explained by the song in the beginning of this video!! You made it by joy and passion. Thanks so much for your videos
@noname-jo7lz5 жыл бұрын
You saved my Day, best videos 100stars 4 u. Even though my test will be in german, I understood it in english better. Thank u!!
@rankzkate3 жыл бұрын
Am on a StatQuest Marathon.Addicted to this videos.Glad I found them. Asante sana.Much love from Kenya
@statquest3 жыл бұрын
Wow! Thank you very much! :)
@nguyentruongaccacfa5538 Жыл бұрын
Hi Josh, I'm from Vietnam. I have read a lot of literature related to econometrics but it is only after watching this video that I really understand what maximum likelihood estimation is. This is really the pinnacle of Mathematics!
@statquest Жыл бұрын
Wow, thank you!
@p.a.sierra35264 жыл бұрын
I'm from Chile, and i just want to say you: YOU ARE AN AMAZING TEACHER, PERIOD!
@statquest4 жыл бұрын
BAM! Thanks! :)
@ciancian28613 жыл бұрын
thank you! you really are a great teacher, there is nothing like a teacher who can explain something in such a simple way!
@statquest3 жыл бұрын
Wow, thank you!
@joseamaldonadomartinez4804 жыл бұрын
I learned a lot watching your logistic regression playlist! ! Thanks for making these videos!
@statquest4 жыл бұрын
My pleasure!
@younghoe68493 жыл бұрын
Not easy to find a teacher who can explain in this way. Really talented teacher.
@statquest3 жыл бұрын
Thank you very much! :)
@jesusalbertoperezguerrero25603 жыл бұрын
Thank you so much! You're one of the coolest and most talented teachers I've ever had!
@statquest3 жыл бұрын
Wow, thank you!
@pris36754 жыл бұрын
I JUST LOVE UR DRY HUMOR AND UR FUNNY INTROS. just watched the vids today and uve gained urself a new subscriber!! love from singapore :D
@statquest4 жыл бұрын
Hooray! Thank you so much! :)
@jamemamjame5 жыл бұрын
I really love the text that displayed when you explained. I'm not good in English. Sometime I cannot catch up the word you said but I still clearly understand your explanation because of helping from that text. Thank you.
@statquest5 жыл бұрын
Hooray! I'm glad you like the text. :)
@ranfuchs35924 жыл бұрын
Brilliant and clear. Makes a relatively complex topic really simple. Thank you
@statquest4 жыл бұрын
Thank you! :)
@shrikantagrawal82395 жыл бұрын
Triple Bam!!! Thanks a lot Josh.This really clears up a lot of confusions.
@hgr1266 ай бұрын
Over the past couple months I have been self learning stats and data science and struggled a lot even though I genuinely loved learning about them. I am a visual learner so it was so hard to comprehend many simple concepts sometimes. I spend many hours a day on my own accord studying, and most of them are wasted on trying hard to understand a concept visually. Even though ChatGPT saved me a lot, they have so much trouble visualising concepts. Now I chanced upon your channel, I am just honestly dumbfounded by how visual your explanations and how good they are. Just speechless, and I just wanna leave a comment of appreciation. I sometimes feel proud of myself being able to visualise simple concepts myself, but those are nothing compared to your visualisations. This amount of visualisations especially for complex topics 1000% requires a certain talent and an extreme understanding of the concepts. Wishing for your continued success ahead
@statquest6 ай бұрын
Thank you very much and good luck with your studies!
@hgr1266 ай бұрын
@@statquest Thanks! 2 days of watching several videos, I couldn't help it but decide to support you by just placing an order for your book from amazon today. :') ps: i genuinely dont buy books often, maybe once in every few years. That's how grateful i am. Thank you Josh
@statquest6 ай бұрын
@@hgr126 Awesome! Thank you very much for your support!
@jiayiwu41013 жыл бұрын
When I first watched your linear reg videos, I think they are not as good as probability videos. After I watched your linear + logistic reg videos, I know I was totally wrong. You link those two brilliant things together in such an easy and intuitive way. So BRILLIANT!!!
@statquest3 жыл бұрын
Wow! Thank you very much! :)
@jiayiwu41013 жыл бұрын
@@statquest If you could add assumptions explanations about linear and/or logistic regression, that would be fantastic. A lot of interviews, from financial quant to tech industry, they love to ask those.....
@mchakra Жыл бұрын
Josh you're explanations are spot on!
@statquest Жыл бұрын
Thank you!
@nurwani5564 жыл бұрын
Such a good, simple, clear video explanation!
@statquest4 жыл бұрын
Thanks! :)
@kunalramchurn47002 жыл бұрын
Mr Statquest, you are the best sir!
@statquest2 жыл бұрын
Wow, thanks!
@leavonfletcher41973 жыл бұрын
Greetings from the University of Texas at Austin! I am going through a Machine Learning class and your classes are totes useful! Thanks!
@statquest3 жыл бұрын
Totes Bam!
@AnahideCastro3 жыл бұрын
It´s just amazing! Thank you very much! It´s funny and accurate. Your classes are inspiring.
@statquest3 жыл бұрын
Thank you! 😃
@tallwaters97086 жыл бұрын
Good man! It's easy to underestimate how much is in logistic regression.
@statquest6 жыл бұрын
Thanks! :)
@marcoventura9451 Жыл бұрын
Thank You for the beautiful and relaxing videos.
@statquest Жыл бұрын
TRIPLE BAM!!! Thank you so much for supporting StatQuest!!! :)
@shnokoiek35284 жыл бұрын
You are absolutely an amazing stat teacher :)
@statquest4 жыл бұрын
Thank you very much! :)
@MichalJablonski-xe2ht3 ай бұрын
Josh you are a teaching Rockstar the size of Walter Levin. Thank you so much! Just bought the book. Loving it!
@statquest3 ай бұрын
Thank you so much! :)
@biancamanago32144 жыл бұрын
This is an excellent resource. Thank you!
@statquest4 жыл бұрын
Thanks! :)
@manabou57902 жыл бұрын
The best explanation ever. Thank you Sir.
@statquest2 жыл бұрын
bam! :)
@Dr.HusseinEid Жыл бұрын
Hi josh i am from somalia your videos helped me to understand logist regressions , your explanation is very good thank you😊
@statquest Жыл бұрын
Thank you! :)
@hajer33356 жыл бұрын
best explain ever. you have ability to make us so interested in stat. this channel is just my favorite. THANK YOU. i want to know if you have a book in this topic or an article?!
@statquest6 жыл бұрын
Hooray! I'm so glad to here you like the video!!! :) However, all I have are the videos - no book or articles.
@katharinastck2 ай бұрын
I love the way you explain complex concepts in such a simple and understandable way! I'm currently doing a professional training in machine learning and many things that are just brought to me by complex equations are so much easier to grasp with your videos! If I could wish for something, it would be some additional Python videos. You do a lot with R, but I feel like Python is requested more often in the non-academic world.
@statquest2 ай бұрын
Thanks! I'm starting to add more python videos.
@mrstudent19574 жыл бұрын
i recommend your channel whenever people ask me where did i study from
@statquest4 жыл бұрын
Thank you very much! Sharing my videos is the best complement. :)
@harshchovatiya-gh7hn6 жыл бұрын
omg...your songs are awesome. i just visited your website and listening full songs.its awesome.So many Bamsss
@statquest6 жыл бұрын
Thanks so much!!! I'm really glad to hear you like the songs. :)
@Laura-up2rm2 жыл бұрын
discover this channel is the best thing happened to me!!! GRACIAS!!!!
@statquest2 жыл бұрын
Bam!
@dolee72574 жыл бұрын
I think your channel is awesome! Thanks for doing this!
@statquest4 жыл бұрын
BAM! :)
@badoiuecristian4 жыл бұрын
This litterally could not have been any clearer. I have now 0 questions about this topic. Amazing teaching skills.
@statquest4 жыл бұрын
Hooray!!!! Thank you very much. :)
@badoiuecristian4 жыл бұрын
@@statquest Pam Pam!
@haroldfelipezuluagagrisale38754 жыл бұрын
Thanks for this rich content, best educational video about machine learning, youre the best!!!
@statquest4 жыл бұрын
:)
@RevenueRocketeers3 жыл бұрын
Thank u so much for helping me in my journey of data .
@statquest3 жыл бұрын
Good luck! :)
@ethiopiantech Жыл бұрын
3:08 I can't stop laughing at your hilarious voice tone when you say "shameless self-promotion"! It's cracking me up!
@statquest Жыл бұрын
Bam! :)
@brainfuck007 Жыл бұрын
Data Science is nothing without Statquest
@statquest Жыл бұрын
BAM! :)
@tanvirrajput39064 жыл бұрын
Brilliantly articulated
@statquest4 жыл бұрын
Thank you! :)
@markparee995 жыл бұрын
Well done! Very well explained.
@gsp_ram9 ай бұрын
❤ this channel. Completed my understanding...
@statquest9 ай бұрын
Awesome, thank you!
@sallywang98943 жыл бұрын
thank you so much for making this series of vidio! helps a loooot
@statquest3 жыл бұрын
Thanks! :)
@kayceeprag Жыл бұрын
Thanks Josh. I’m hooked. MS Data Analytics & Viz. in view 🙏🏿
@statquest Жыл бұрын
bam! :)
@Niceperson74284 жыл бұрын
I all the time watching the videos of StatQuest and just wondering for two things: 1) Why there is no actual course, after which you can get a certificate as the teaching methods, explanation and instructor are awesome? 2) There are few, but still there are some people who click on 'dislike' sign to the video. I was wondering why, as there is no doubt that the instructor is explaining like for kids. For example, I have checked the PCA model for data reduction and StatQuest's explanation was the only one from which I finally got the idea of what is going on. So, BIG thanks to StatQuest...
@statquest4 жыл бұрын
Thank you very much! I would love to make an actual course - and maybe one day I will. Right now I'm spending all of my time making videos - that's my favorite part, so that's what I do. :)
@Niceperson74284 жыл бұрын
@@statquest while no course, will follow your videos :)
@scoppyeah5 жыл бұрын
Best explanation 👍
@user-mn8th3ie1t3 ай бұрын
A very informative video. A slight observation re.terminology. In any regression modelling, Let’s take your example of predicting size of a mouse using weight as a predictor, what you’re actually predicting is not the size of a mouse, but the expected size of a mouse given its weight E[size /weight] = intercept + b0*weight. It’s crucial to introduce that probabilistic reasoning at an early stage. The idea that we’re trying to predict the expected value of the target variable given the value of a predictor, independent variable, betrays the method that we want to find the regression coefficient of weight that would render observing the size most likely, hence the famous MLE - Maximum Likelihood Estimation.
@pranaymehta79585 жыл бұрын
Hey Josh, thanks for the simple and clear explanation about Logistic Regression. I have a question about this technique - where and how do we include the hyper parameter terms for the Logistic model ? Also, what are the implications of various hyper parameters when we add it to the loss terms? I think it would be really nice if you can explain the Lasso and Ridge techniques with this intuition of Logistic Regression. Thanks :)
@jiayiwu41013 жыл бұрын
In summary, there are five graphs/function within logistic regression. 1. p-odds: y = odds = p/(1-p). this is a part of inverse function p belongs to [0,1] and odds belongs to [0,inf). Two parts are p1/2 2. odds-log(odds): y = log(odds) this is a normal log function where odds belongs to [0,inf) and log(odds) belongs to (-inf,+inf). Corresponding two parts are 0
@statquest3 жыл бұрын
Bam!
@eajaykumar4 жыл бұрын
OMG Josh, after watching your videos one by one that is Logs ,Odds and Log(Odds). Logistic Regression is just tip of iceberg Double BAMMM!. ( StatQuest - youtube infinity = StatQuest Infinity)
@statquest4 жыл бұрын
Hooray!! BAM! :)
@a.tanveer96633 жыл бұрын
Fantastic explanation, as always. For anyone looking for a deeper-diver into the math, chapter 4 from 'An introduction to Statistical Learning' is highly recommended.
@statquest3 жыл бұрын
Bam!
@WalyB013 жыл бұрын
Statquest =infinite positivity
@statquest3 жыл бұрын
BAM! :)
@jongcheulkim72843 жыл бұрын
Thank you. This is very helpful.
@statquest3 жыл бұрын
Thanks! :)
@sachu7204 жыл бұрын
Hey Josh, awesome stuff.Landed on your channel after 3b1b ....Quadruple BAM !!!
@statquest4 жыл бұрын
Hooray!!! I'm glad you like my stuff! :)
@kavuruvamsikrishna024 жыл бұрын
excellent Josh
@statquest4 жыл бұрын
Thank you! :)
@yzadil3 жыл бұрын
Statistics with fun! I like it a lot. Thanks.
@statquest3 жыл бұрын
Glad you enjoyed it!
@MrPainfulTruth Жыл бұрын
The critical part is the link between a normal variable, the probability and the log odds results. You explained a bit of it and i didnt see any better video, but i'd lie if i said i understsand that step already to a degree that i could explain it to someone myself.
@statquest Жыл бұрын
For more details on that step, see: kzfaq.info/get/bejne/eMx7lNGdlse3d2Q.html
@rhlongwane65756 жыл бұрын
Best logistic regression tutorial.
@statquest6 жыл бұрын
Thanks so much!!! I'm really happy to hear you like this one. I was worried it would be too obscure.
@rhlongwane65756 жыл бұрын
StatQuest with Josh Starmer It is not obscure at all; just perfect.
@statquest6 жыл бұрын
Thank you! :)
@philocalist_leon3 жыл бұрын
Great video !
@statquest3 жыл бұрын
Thanks!
@baraalrefai12385 жыл бұрын
Thanks, Man you help me a lot.
@statquest5 жыл бұрын
Hooray! :)
@drachenschlachter6946 Жыл бұрын
Triple Bam!! Good video!!!! Greets from. Germany 🇩🇪😍
@statquest Жыл бұрын
Danke! :)
@rrrprogram86676 жыл бұрын
I will watch this many times till it sinks in my head
@eamonnca13 жыл бұрын
Our prof speaks broken English and does not explain this stuff very well. You are a life-saver!
@statquest3 жыл бұрын
Thanks!
@antygona-iq8ew2 жыл бұрын
Great video.
@statquest2 жыл бұрын
Thanks!
@thirdanonymousacc4 жыл бұрын
Thank you so very much!
@statquest4 жыл бұрын
:)
@vinodaxisful5 жыл бұрын
Hi. I am trying hard to find out the calculation for arriving at the standard error of the co-efficient and the intercept. Would be helpful if this can be shared.
@ratnakarbachu29542 жыл бұрын
love u brother , god bless u. u r rock.
@statquest2 жыл бұрын
Thanks!
@PunmasterSTP2 ай бұрын
I can safely say that StatQuest is super-logit!
@statquest2 ай бұрын
ha!
@sheilaquan98244 жыл бұрын
One of my fav sources of education now! ( this song .......)
@statquest4 жыл бұрын
Thanks! :)
@minerodo10 ай бұрын
You are Great!!
@statquest10 ай бұрын
Thanks!
@zukofire64242 жыл бұрын
Thanks Professor Josh Harmer (I have a presentation tmrw!!) sending gratitude and good vibes!
@statquest2 жыл бұрын
Best of luck!
@zukofire64242 жыл бұрын
@@statquest I passed! ^^
@statquest2 жыл бұрын
@@zukofire6424 TRIPLE BAM!!! Congratulations :)
@Felicidade1016 жыл бұрын
you're the best!
@statquest6 жыл бұрын
Hooray!!! It looks like you've found some of my linear models videos! :)
@rrrprogram86676 жыл бұрын
Hit like and watch... Loving it
@soumyasharma57432 жыл бұрын
Hi Josh, thank you so much for this fantastic video! I was wondering if there are more study guides on the way? Not just for this topic but for others too e.g. R squared / Log odds etc. They are so awesome, I would be inclined to buy them!
@statquest2 жыл бұрын
I'm almost done writing The StatQuest Illustrated Guide to Machine Learning that covers all kinds of stuff. It should be available in early 2022. BAM! :)
@rrrprogram86676 жыл бұрын
Its hereeeee.... Greatt video.
@statquest6 жыл бұрын
Thanks!!! It took a long time to make, but I hope the wait was worth it (also, the next video should be out in a week!)
@rrrprogram86676 жыл бұрын
StatQuest with Josh Starmer fantasticccc... Loving this channel
@statquest6 жыл бұрын
:)
@ariap96974 жыл бұрын
Love you Josh
@statquest4 жыл бұрын
:)
@nathanlester49835 жыл бұрын
great tutorial.
@statquest5 жыл бұрын
Thank you!
@stashawong26064 жыл бұрын
OH MY GOD. THANK YOU SO MUCH
@statquest4 жыл бұрын
Hooray! I'm glad the video was helpful. :)
@psw14 жыл бұрын
@@statquest whats the sequence of watching these videos so that everything is easy to understand.. The videos are randomly ordered..for example in ML playlist too the videos are not ordered.
@statquest4 жыл бұрын
The best thing is to follow the order on my website: statquest.org/video-index/
@henrikbuhl94033 жыл бұрын
Good video and good content as usual. However i feel i am still one step away from truly understanding what do the "Coefficients" actually mean, that is to say none of us think in chance in terms of log(odds). I assume, and googled, and i get the impression that using e^x with log odds will give me probability. And in your explanation i guess it means for the continuous variable that by increasing X by 1 the log(odds) increases by said coefficient. I appreciate your work and good teaching skills, also your singing is, surprisingly, good. Update: KZfaq suggested a video you made on Log odds which has taken me further on understanding this log odds concept. The final stepping stone i needed to understand it was that both odds and probability can be defined using simply succesful outcomes and unsuccessful outcomes.