An Introduction to Linear Regression Analysis

  Рет қаралды 2,088,237

statisticsfun

statisticsfun

Күн бұрын

Tutorial introducing the idea of linear regression analysis and the least square method. Typically used in a statistics class.
Playlist on Linear Regression
kzfaq.info?list=EC...
Like us on: / partymorestudyless
Created by David Longstreet, Professor of the Universe, MyBookSucks
/ davidlongstreet

Пікірлер: 630
@haleywang8941
@haleywang8941 5 жыл бұрын
Appreciate the pause in between sentences so my slow brain could catch up
@tofunwatoyinbo
@tofunwatoyinbo 5 жыл бұрын
Too bad Microsoft doesn't make hardware.
@tacos394
@tacos394 5 жыл бұрын
sameee lol
@rodolfoyoshii8345
@rodolfoyoshii8345 5 жыл бұрын
No way... I had to watch at x1.5, to make it sound at normal speed.
@goodester6924
@goodester6924 5 жыл бұрын
@@rodolfoyoshii8345 no way... I had to watch at x53, to make it sound at normal speed.
@mariehernandez4573
@mariehernandez4573 4 жыл бұрын
I have ADD and the pauses are arguably the best part of these videos for me.
@statisticsfun
@statisticsfun 11 жыл бұрын
Thank you very much for your compliments. I use a variety of different software including photoshop, illustrator, HTML5, Final Cut, GarageBand and a few other products. Each video takes me a long time to create. My rule of thumb is each minute of video takes about 12 hours to create, so a 7 minute video takes me about 84 hours of development time.
@startup_dream
@startup_dream 4 жыл бұрын
And then one can conclude there is a clear positive relationship between the time spent on each video (independent variable) and its quality (dependent variable). Thank you for putting the time and effort into this wonderful piece of work!
@k-hambie256
@k-hambie256 4 жыл бұрын
Thanks for your efforts... Really love your illustrations
@shahnazmalik6553
@shahnazmalik6553 3 жыл бұрын
I appreciate
@seedofthecentury
@seedofthecentury 3 жыл бұрын
you could do this on power point in seconds...
@OCTAVIANZAGARIN
@OCTAVIANZAGARIN 3 жыл бұрын
Waw!! Thanks so much for the effort
@shadowfox6438
@shadowfox6438 6 жыл бұрын
I love how slow you go. You are not trying to sound super smart, so I have time to actually think. Thank you so much.
@magnumbers9255
@magnumbers9255 4 жыл бұрын
Very much agreed. I got a crash course on regression next and obviously I crashed
@King-yj2jx
@King-yj2jx 3 жыл бұрын
Professors that try to sound smart instead of trying to teach are the bane of my existence
@thecoolnewsguy
@thecoolnewsguy 3 жыл бұрын
@@King-yj2jx agreed
@brendanhernandez3470
@brendanhernandez3470 5 жыл бұрын
This presentation is literally better quality online education material than what is used at some accredited universities... and it is free. Well done.
@eevibessite
@eevibessite 6 ай бұрын
kzfaq.info/get/bejne/idVjjZB52ZzVe2w.html
@ImPradeepm
@ImPradeepm 2 ай бұрын
Second that
@statisticsfun
@statisticsfun 11 жыл бұрын
You are very welcome! It is always good to hear that my tutorials help students. Good luck in your classes.
@raydellefave1451
@raydellefave1451 8 жыл бұрын
This is a very clear and pleasant way to refresh topics I've lost over the years, thank you!
@friendzcorp2010
@friendzcorp2010 7 жыл бұрын
You are indeed amazing sir / professor / buddy / mentor / coach! I think 'simplifying' isn't everyone's cup of tea. Thanks a bunch, for taking all the efforts for lesser mortals like us, making statistics palatable and digestible.
@quetzalamaru
@quetzalamaru 10 жыл бұрын
THis is soooooooooo much better than Khan Academy. I'm going to your next video.
@suyashpurwar8310
@suyashpurwar8310 5 жыл бұрын
Thanks for making this. This is the best explanation on regression I have seen so far. I really appreciate the pause in between sentences. It makes things clear and helps me to digest the concept
@smsalahsheikh
@smsalahsheikh 7 жыл бұрын
David, I like the way you teach. it's amazing. your tone is very normal. Your voice is very calm and clear and you teach difficult ideas as if you are telling an interesting event of normal life.Being a teacher myself and with an experience of 20 years in IT, I have never seen such lectures. Great. Keep it up your Good work man.
@alexkim7270
@alexkim7270 3 жыл бұрын
Wow a video created EIGHT years ago! So good.
@alemri
@alemri 4 жыл бұрын
I think this is my first comment on youtube. Thank you for the smooth and clear explanation of this topic!
@Asoftenkameshee
@Asoftenkameshee 8 жыл бұрын
you sir are the one and only reason to why i am going to get my bachelor's degree. thank you!
@heretoshare612
@heretoshare612 8 жыл бұрын
OK now time to study and work out
@ecwg8512
@ecwg8512 7 жыл бұрын
wtf
@buttholebzerker
@buttholebzerker 7 жыл бұрын
Arghya Chakraborty that's what I'm talking about!
@Gunth0r
@Gunth0r 6 жыл бұрын
you are the one doing the studying and going for the degree, don't sell yourself short
@comicstwisted
@comicstwisted 5 жыл бұрын
did you get your degree?
@piyushchoughule5383
@piyushchoughule5383 4 жыл бұрын
Please do not stop making these kindof high quality videos. I really loved your explanation.
@arunvyakaranam4464
@arunvyakaranam4464 7 жыл бұрын
Your videos are so simple and easy to understand; good use of the simple graphics which makes them easy to understand remember rather than loads of text data. Wonderfully done, thank you very much!!!
@PrettyPoshSha
@PrettyPoshSha 2 ай бұрын
I was so lost before I found this video. This saved me so much. Thank you for taking the time to completely break this down into terms that can be easily comprehended and at a pace that gives us time to soak up the information.
@kyliereynolds5479
@kyliereynolds5479 4 жыл бұрын
Well done! Your use of colors, timing, and language are put together very well to make this as easy to understand as possible.
@Apeeization
@Apeeization 5 жыл бұрын
This is an excellent introduction to regression. It has been made to be very easy to understand and well articulated. Well done!
@statisticsfun
@statisticsfun 11 жыл бұрын
Thanks so much for you feedback. This sort of feedback does inspire me to keep posting videos. I feel like I am just starting. I am getting ready to post a series of videos on SPSS and Multiple Linear Regression this weekend. Make sure you like MyBookSucks on FaceBook (see link in video description). This will help others find the educational videos.
@statisticsfun
@statisticsfun 11 жыл бұрын
F is named after guy who invented Analysis of Variance (ANOVA). The purpose of ANOVA is to compare more than two groups. You could use t statistics to compare two groups. I have an entire playlist on ANOVA and I add a link to the playlist in this video description.
@statisticsfun
@statisticsfun 11 жыл бұрын
Wow! Thank you very much and your feedback is much appreciated. I also appreciate you spreading the word and letting the other lecturers know about the videos. Good luck in your studies as well.
@nathashalee7965
@nathashalee7965 3 ай бұрын
Your explanations are so clear and concise, you have made it so easy to understand, hence allowing it easier to retain in memory. So good, I'm sharing this with my son who is currently learning linear regression. Big THANK YOU!
@Abdullah-tr5sf
@Abdullah-tr5sf 8 жыл бұрын
All of your videos are so easy to understand! I created my own playlist and send to my all students as an additional resources. Thank you gentleman.
@jamiesmandarin9792
@jamiesmandarin9792 3 жыл бұрын
Also appreciated here for your examples. For someone who doesn't have a relevant background this is really helpful and easy to understand!
@NStillman
@NStillman Жыл бұрын
Thank you so much. The explanations are slow and clear. By far the best tutorial for someone who has very little clue about statistics but has to know a bit to know what is going on.
@neik1982
@neik1982 3 жыл бұрын
Bingo, You saved me....I was looking same explanation in so many videos but not found it as easy as you explain it in your video....Thank you very much.
@purdocchio1
@purdocchio1 11 жыл бұрын
Oh my god, thank you so much for your videos. I am a medical doctor, doing post graduate exams which include statistics, which I haven't done since back in college years ago. Your videos are amazing and simple, thank you... Really helped me to get on track.
@statisticsfun
@statisticsfun 11 жыл бұрын
You are very welcome, and I plan to keep posting more and more videos.
@haydenmorris9608
@haydenmorris9608 3 жыл бұрын
The fact this was created 9 years ago is amazing, brilliant video!
@londonstudioliving
@londonstudioliving 3 жыл бұрын
You've totally explained it in a digestible way for me THANK YOU SO MUCH
@codernoel
@codernoel 3 жыл бұрын
I'm here after I got an assignment in codecademy to make a program that would calculate error in the linear progression after given the data. This video helped me to understand the basic concept of it which made the coding way easier. Thanks for the help!
@joshkincaid8051
@joshkincaid8051 10 жыл бұрын
This is one of the most beautiful stats tutorial videos. So much better than those nasty looking powerpoints and handwritten videos. Well done and thanks!!
@Zedigan
@Zedigan 5 жыл бұрын
I just started Statistics after not having done any complicated maths in nearly six years. This has made it much less daunting for me. It's simple and easy to understand and I'm actually starting to be fascinated by it. You're an absolute legend!
@larissasontas5155
@larissasontas5155 8 жыл бұрын
So grateful for your well explained tutorial!! Thank you Profesor Longstreet!
@jovcam4330
@jovcam4330 3 жыл бұрын
Thank you very much! I was trying for the past one hour to get this stuff in my head. You made it me to understand this stuff in 15 minutes! Thank you so much.
@catatankuning6839
@catatankuning6839 3 жыл бұрын
This is the real fun statistics! After many years, I can understand the meaning of that formula. Thank You Sir !!!
@timothyroy20111
@timothyroy20111 2 жыл бұрын
Thank you for being slow when explaining, and animating. These are all great techniques when teaching someone else. I appreciate your teaching style!
@bennesoccer9919
@bennesoccer9919 11 жыл бұрын
you literally saved me on my final in business stats. If i ever see you you get a hug.
@rwewrwew625
@rwewrwew625 2 жыл бұрын
Good stuff, I liked the sliding scale to demonstrate the positive, negative relationship. Definitely put it in a new light. Thanks for taking the time sir.
@elkillamartinez4749
@elkillamartinez4749 2 жыл бұрын
much appreciated, people like you keep this world alive still
@CitAllHearItAll
@CitAllHearItAll 2 жыл бұрын
10 years later, and your video is even more relevant with the increased application of machine learning.
@kehtahaipalpal
@kehtahaipalpal 8 жыл бұрын
Wow this is great Sir... I am from a coding background and was looking for explanations in statistics for ML and thats what I got here. Thanks for taking efforts and making this things available for us.
@azzaelbakry3310
@azzaelbakry3310 7 жыл бұрын
Honestly, I don't know how you make statistics look so simple. You are a Pro.
@darylradc
@darylradc 4 жыл бұрын
I'm trying to finish my Masters degree and I never thought I needed this. Thank youuuu 😭😂
@hounamao7140
@hounamao7140 7 жыл бұрын
YOU KNOW HOW TO EXPLAIN oh my god such a rare skill! thank you so much
@cnemenzo1122
@cnemenzo1122 4 ай бұрын
Wow! You version of explaining is more better than other videos I watch about linear regression.
@joshuaamonde8264
@joshuaamonde8264 4 жыл бұрын
Your slow pace explanation is great. What a man!
@cbssaintlucia7468
@cbssaintlucia7468 8 жыл бұрын
Best online statistics tutor ever...I love this guy.
@mylifeasgenesis6676
@mylifeasgenesis6676 Жыл бұрын
THANK YOU VERY MUCH FOR THIS! Still not as clear as I would like, but way better than I was working with before finding you. CANNOT THANK YOU ENOUGH!
@Kelberi
@Kelberi 7 жыл бұрын
Thank you mother Earth for having you sir, and KZfaq!
@abedbehrooz5627
@abedbehrooz5627 3 жыл бұрын
Appreciating the very simple example and the slowest talking like the pause in between sentences and the explanations along the animations could help me to well understand the linear regression analysis and i could make power point presentation as well. Thanks!
@jonathanbelarmino2480
@jonathanbelarmino2480 2 жыл бұрын
Thanks for creating this video. I had a hard time understanding this on my class, but your video made it easier for me to get and understand it. KUDOS!!
@lolomo8520
@lolomo8520 3 жыл бұрын
I want to tell you that you are a good teacher and we need more videos about languages like R, SAS. Thank you.
@tamilaudioislamcom1978
@tamilaudioislamcom1978 4 жыл бұрын
After watching this video, my mind felt amazed, and wanted to make some comment here. But had a pause on what to write and slowly scrolled down for positive comments. And people said all. Thank you sooooo much
@hannahb.9634
@hannahb.9634 5 жыл бұрын
I felt so lost on the Data Science course I am taking until I watched your video. Thanks so much for explaining in this much detail!
@Mus1c1luv
@Mus1c1luv 4 жыл бұрын
Finally! Full explanations that make sense to me. THANK YOU!!
@TwoStepsTogether
@TwoStepsTogether 3 ай бұрын
Thank you so much! 5 mins of your video save 3 weeks of my lecture.
@umeshvarma
@umeshvarma 7 жыл бұрын
Fantastic. I never care to comment on videos but this time I had to. I viewed videos on Coursera, Khan Academy and other literature on internet but none explained it better. Great job!!
@chitraalma2754
@chitraalma2754 8 жыл бұрын
finally the only one that makes sense. thank you, sir!
@statisticsfun
@statisticsfun 8 жыл бұрын
+Chitra Alma Great to know my videos help and you are welcome. Hopefully you will get a chance to like and share the videos. This will help other students find them.
@shrutirawat7122
@shrutirawat7122 4 жыл бұрын
Simple and easy examples, anyone can learn quickly in less time ! Thankyou for this video !
@rosieboys6827
@rosieboys6827 2 ай бұрын
I have elementary school level maths (it seems) and I need to reach high-school level of calculus for a new course of study and this video was recommended from MIT for the economics part of the course. I understood it! Thank you!!
@Aryastarkanonymous
@Aryastarkanonymous 5 жыл бұрын
You're amazing! You make everything so simple. Thank you.
@DrShaunHeckstallToTheOverflow
@DrShaunHeckstallToTheOverflow 2 жыл бұрын
You an excellent teacher! As a teacher, I really benefited from your clarity!
@vzool
@vzool 8 жыл бұрын
Finally I found you :) You're a great teacher. Thanks
@kiranshashiny
@kiranshashiny 11 жыл бұрын
Really dedicated guy! - Taking 84 hours and providing it to the community. I mean - people who view the videos don't realize the effort until some one read this. I can relate to this.
@koyabob3802
@koyabob3802 3 жыл бұрын
I watched this video and I subscribed within the first minute.. So clear and simplified
@zenasamy5366
@zenasamy5366 3 жыл бұрын
I don't understand why people could dislike this video, However Thank you so much it is really helpful.
@statisticsfun
@statisticsfun 10 жыл бұрын
Great to hear my videos are helping you. I am curious, what type of social research are you doing?
@statisticsfun
@statisticsfun 10 жыл бұрын
That is a good question and it can be very hard sometimes. The standard error of the estimate is comparing what your regression model is predicting and the actual. I don't know if you saw the video on standard error of the estimate, but this video is part of a playlist on regression and I created a video on Standard Error of the estimate that may help you even more. You can find a link to the playlist in this videos description.
@pmarilag
@pmarilag 10 жыл бұрын
I am so grateful for your awesome videos I shared it in the unit blackboard at university! Hope my colleagues will enjoy them as much as I do. Cheers :-)
@katherinevicente5832
@katherinevicente5832 10 жыл бұрын
Thank you so much Sir..this is the best videos I found. you really helped me a lot on my report about regression
@wxyzxdll
@wxyzxdll 3 жыл бұрын
Its so nice to hear someone speak normally,correctly, and at a natural relaxed meter and tone. No desperate overbabble punctuated with "like", "basically", and "ya know",and that annoying up-swing in voice tone that America gave the world. A pleasure to listen to and well explained, sir.
@tonywillingham8109
@tonywillingham8109 Жыл бұрын
I love your presentation, your calm voice, and your illustrations. If only all teachers were like this.
@eevibessite
@eevibessite 6 ай бұрын
kzfaq.info/get/bejne/idVjjZB52ZzVe2w.html
@999nico
@999nico 10 ай бұрын
This is the best educational video ever in only 5 minutes ❤
@emiledghouch2660
@emiledghouch2660 Жыл бұрын
This is sooooooooo helpful and explained soooo well - THANK you a millions times over
@Rihanna4ever2009
@Rihanna4ever2009 7 жыл бұрын
Thank ya! This helped me a lot. I was reading in my book, on different websites, participated in the lecture etc. and I still didn't understand it. But thanks to your video I get it now :)
@srinivasaraobokka1989
@srinivasaraobokka1989 4 жыл бұрын
Very good explanation even without math background people can also understand easily .Please keep posting your lectures
@salnaud8898
@salnaud8898 5 жыл бұрын
Thank you very much for clear, and short presentation. it was really helpful. Cheers
@tanujmittal5463
@tanujmittal5463 7 жыл бұрын
Thanks. The simple approach clarified a few concepts that I was missing.
@RicardoRojas-fm2oq
@RicardoRojas-fm2oq 10 ай бұрын
The best explanation for beginners about this topic. Thanks a lot!
@mdsharifulislam9766
@mdsharifulislam9766 6 ай бұрын
You're really awesome. I spent a hour but could understand from books and other sources.
@Reno-ou1hb
@Reno-ou1hb 7 жыл бұрын
Thank you so much sir for all of your videos about regression. These helped me a lot!
@lesoiree
@lesoiree 11 жыл бұрын
Thank you so much, you make statistics so much more easier than what is being taught at uni. I think you may have saved me from failing statistics. Thank you!
@zhandosyembergenov1990
@zhandosyembergenov1990 2 жыл бұрын
Appreciate your time for making these videos. Great content.
@alirahmani2818
@alirahmani2818 Жыл бұрын
Thanks alot. Finally someone explained it crystal clear and easy to understand.
@rameshc5302
@rameshc5302 3 жыл бұрын
Great job dude... Never come across such a lucid video... God bless ya ...
@senthil.vijayakumar
@senthil.vijayakumar 9 жыл бұрын
Simple to understand.. Greatly appreciate your efforts ..
@hekarsa
@hekarsa 10 жыл бұрын
The best part of this video is explanation of the topic via simple visuals. Very neatly done. Thanks ! was of good help. Wish the text books also follow your approach
@JoeG2324
@JoeG2324 11 жыл бұрын
you are really GOOD at explaining difficult topics in stats.
@gaurav9140
@gaurav9140 6 жыл бұрын
I m studying for cfa level 2, and it has been of great help to me , thank you :)
@DomsFillums
@DomsFillums Жыл бұрын
Thanks for explaining in 5 minutes what my course material can't quite put its finger on in 6 chapters. Going to watch the rest of the video now.
@forestsunrise26
@forestsunrise26 3 жыл бұрын
This is the best explanation on LRA there is!
@gittyahmadi8109
@gittyahmadi8109 6 жыл бұрын
THANK YOU THANK YOU THANK YOU!! Took me less than two day to do my analysis for my dissertation!!!
@ppvshenoy
@ppvshenoy 5 жыл бұрын
Awesome! Very nicely explained in an easy to understand fashion. Thank you.
@debjyotidas
@debjyotidas 4 жыл бұрын
Nice introduction. That made it quite easy to understand the basics for a starter.
@Mikebible67
@Mikebible67 3 жыл бұрын
Finally someone who can explain this clearly. Thank you!!!! I can no complete the stats subject of my masters,
@muhannedalogaidi4113
@muhannedalogaidi4113 2 жыл бұрын
This channel is my preferred reference ... No words can describe your efforts .Kudos and Thank you
@eevibessite
@eevibessite 6 ай бұрын
kzfaq.info/get/bejne/idVjjZB52ZzVe2w.html
@2minhacks
@2minhacks 2 жыл бұрын
Thank you very much, your video helped me in a college hackathon, which means a lot for me.
@AdTechLearningHub
@AdTechLearningHub 7 жыл бұрын
This is just an incredibly intelligible tutorial on regression concept :) Thank you
@theenduser7541
@theenduser7541 6 жыл бұрын
I watched all the ads coz you deserve to earn. Incredible tutoring.
@jamalbingulzaar6074
@jamalbingulzaar6074 5 жыл бұрын
Brilliant. You directly contributed an estimated 0.001 USD to this man's income. Well done!
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