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Introduction to residuals and least squares regression 

Khan Academy
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Introduction to residuals and least squares regression

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21 авг 2024

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Комментарии : 103   
@jollycolours
@jollycolours 3 года назад
in less than 8 mins, you taught me what my teacher couldn't in a whole semester. Thank you sooooo much, sensei!
@octno19
@octno19 3 года назад
I feel you
@calummcloughlin8090
@calummcloughlin8090 2 года назад
Bro same
@joeymorse365
@joeymorse365 Год назад
you spent a whole semester learning this?
@comamiday462
@comamiday462 Год назад
@@joeymorse365 haha
@bryanburns9702
@bryanburns9702 Год назад
Hmmmm. I wonder how much you actually paid attention in class...
@StickyBrickit
@StickyBrickit Год назад
Even though these videos are getting fairly old now I still think they are amongst some of the best on the Internet!
@nicholascunningham6936
@nicholascunningham6936 5 месяцев назад
Eh, old or not, math is math. It's not changing any time soon. And I agree, these videos are a godsend
@torinstudios9768
@torinstudios9768 6 лет назад
Ive been struggling with this for my exam tomorrow and this really helped me understand it better- thanks man
@nicholasneuman1587
@nicholasneuman1587 2 года назад
did you pass?
@idkagoodname7686
@idkagoodname7686 Год назад
@@nicholasneuman1587 a few years late
@CertifiedZoony
@CertifiedZoony Год назад
@@idkagoodname7686 a few months early
@jawdee9395
@jawdee9395 10 месяцев назад
As a freshie in HS I’m watching this right before midterms and BOY HAS THIS HELPED ME A BIT
@acinomknip
@acinomknip 5 лет назад
seriously I have been following every single video of yours. such great help. so much easier to understand than the lectures and so much fun!!
@chvrleshd
@chvrleshd 4 года назад
iv'e been searching everywhere and watching videos for an unambiguous explanation of OLS. Finally someone explains properly
@shashikantdwivedi5792
@shashikantdwivedi5792 6 лет назад
This helped me understanding linear regression as I am studying machine learning
@frankielabro7935
@frankielabro7935 6 лет назад
Where is the link to the next video? I suggest you put a link to the next video at the end of the clip.
@ChrisS-bq4pj
@ChrisS-bq4pj 5 лет назад
You can also find this video on his website. Then you can make some questions too so you learn and understand it even better and it provides you videos in the right order! www.khanacademy.org/math/statistics-probability/describing-relationships-quantitative-data/regression-library/v/introduction-to-residuals-and-least-squares-regression
@Josephus_vanDenElzen
@Josephus_vanDenElzen 5 лет назад
7:10 The higher the absolute deviation from the line, the heavier the weight, because of squaring
@t1d4l49
@t1d4l49 Год назад
You taught me what i needed to know in 6 minutes and my math teacher couldnt in 2 months
@fatimak6440
@fatimak6440 10 месяцев назад
khanacademy is the G.O.A.T.
@zaidthunder1
@zaidthunder1 6 лет назад
you never cease to surprise.
@saraharsalan8367
@saraharsalan8367 4 года назад
Thank you, this explanation makes the topic much easier to understand!
@Homes-x8r
@Homes-x8r 6 лет назад
Always find my answers from here thank you
@amitabhjayaswal
@amitabhjayaswal 6 лет назад
First, THANKS. Second, please resolve 2 issues: 1. Why is the line named Regression Line. From simple English language, I understand the Regression is the opposite of Progression. There should be some thought behind statisticians choosing this word to-draw-a-line-to represent-data. What's that reason? 2. For certain reason, I'm supposed to learn the Partial Least Squares Regression. Importantly, I don't have a background in Statistics. I'm finding it difficult to chart a conceptual-rung-of-ladder to achieve that goal. Can you please guide me to a series of URLs to learn PLS starting from basics through appreciating the concept nicely? This is my need and I'd be grateful if you address it. Thanks and best regards.
@israrkarim65
@israrkarim65 7 лет назад
Awsome Vedio. Love from Pakistan.
@jayneebayful
@jayneebayful 6 лет назад
thanks I actually have a better understanding now
@kallolbrc
@kallolbrc 3 года назад
Great video! Very interesting... what software are you using to draw the lines? It seems very flexible and effective.
@RubyMaster13
@RubyMaster13 Год назад
Pretty sure it's just Khan Academy's software.
@bogdanilie6152
@bogdanilie6152 3 года назад
Better than my university lecturer.
@rezafarin8847
@rezafarin8847 4 года назад
Hi Sal! What program are you using to make those straight line "masks" (where you orient the line "mask" 1st and then draw over it) I'm not seeing this feature in Smoothdraw...I see drawing straight lines but nothing that lets you lay down the line "mask" and then draw so it only fills in inside the "mask" (e.g. 1:46 of this video)
@user-oz9pl1ph8y
@user-oz9pl1ph8y 7 лет назад
really thank you for this wonderful video!!
@gagandeep1986
@gagandeep1986 3 года назад
Thanks for the useful video. What software,platform you are using for writing is it ipad ?
@DKTheWhiteMexican
@DKTheWhiteMexican 7 лет назад
Great video. Too bad I finished my stats class 2 weeks ago ]= I could of used it.
@chathurapriyashan5531
@chathurapriyashan5531 5 месяцев назад
very very clear
@syedmustahsan4888
@syedmustahsan4888 Месяц назад
Thanks a lot. That was awosome
@adosar7261
@adosar7261 5 лет назад
How do you calculate the slope "m" in a non cartesian coordinate system ? (non ortho-regular system)
@sethm3856
@sethm3856 5 лет назад
plug it into excel :P
@merakicloudd
@merakicloudd Год назад
Thank you, this was very very helpful
@Mahmoud-ys1kt
@Mahmoud-ys1kt Год назад
Always Great Sal , Thanks
@dharnie9861
@dharnie9861 3 года назад
Thanks for this guide
@mateoafshar3906
@mateoafshar3906 2 года назад
I still do not understand the reason why my teachers don't use these as an explanation video instead of something else.
@nitnvg
@nitnvg 5 лет назад
fantastic explanation
@NoForGayJesus
@NoForGayJesus 6 лет назад
wtf im a freshman learning this and i dont understand, welp
@maijiathao2656
@maijiathao2656 6 лет назад
Same..
@ethansaye4057
@ethansaye4057 6 лет назад
You are probably doing a basic level of this in algebra however, when you get to a proper STATS class this completely changes. STATS is more of a conceptual math rather than you normal algebraic math classes. That is what makes it challenging, the math itself is not too challenging.
@ccuuttww
@ccuuttww 6 лет назад
can u tell which part U don't understand or u have no idea what is this thing doing about
@mulder19x95
@mulder19x95 6 лет назад
I second this. I'm currently taking Stats right now and what makes it so challenging is its a very conceptual form of math. It's not like 1+1=2 at all, it's like learning an alien language. It's very challenging but Khan Academy is the best help you can find on the matter.
@noemartinez3125
@noemartinez3125 5 лет назад
It scared me that we have the same name. I’m in 7th tho
@PrachitiPimple
@PrachitiPimple 4 года назад
Great video...good explaination👍🏻
@calebkim2275
@calebkim2275 6 лет назад
Who's here for finals carnegie
@davidecontu3870
@davidecontu3870 5 месяцев назад
If the aim of the least squares is to elevate the residuals to allow them to have a larger impact in the model, why don't we elevate them by 3, 10, 1000...? That would represent an even higher impact in the model
@magnus4681
@magnus4681 2 года назад
Is there a way to watch these in the correct order? :D
@genevievekonklin6615
@genevievekonklin6615 2 года назад
I was trying to figure out the same thing
@qsfrankfurt9513
@qsfrankfurt9513 2 года назад
which software are you using to create all this?
@jesusvelazquezdelatorre8060
@jesusvelazquezdelatorre8060 3 года назад
Great video THANKS!!!
@abdulrahmanradwan6167
@abdulrahmanradwan6167 4 года назад
It is very useful
@truthigiraneza6489
@truthigiraneza6489 7 лет назад
Nice work!
@awabqureshi814
@awabqureshi814 7 лет назад
What program is this? I am considering using it for sketching my own graphs and such
@maxrod98
@maxrod98 5 лет назад
SmoothDraw 3 i just googled it, and it is free
@nogapres3007
@nogapres3007 4 года назад
@@maxrod98 that rhymed
@shrutisingh8903
@shrutisingh8903 3 года назад
@@nogapres3007 😂😂😂😂😂😂
@syd5338
@syd5338 5 лет назад
How do you do it when you start with a table of values?
@maazqasim1639
@maazqasim1639 5 лет назад
Sydney Adams use the x and y from the table to plot dots on a graph
@wenh428
@wenh428 3 года назад
Reviewing to prepare for my interview tomorrow 😅
@A.K04
@A.K04 4 года назад
Thank you.
@larissacury7714
@larissacury7714 Год назад
thank you!
@monsymg7340
@monsymg7340 6 лет назад
Someone answer me but basically observed value minus (-) predicted value?
@kelvinmuinde3208
@kelvinmuinde3208 3 года назад
Please make the board on light mode.. The writings on the board aren't visible
@mr.physica9839
@mr.physica9839 7 лет назад
please make tutorial videos on tensor
@RachelPun
@RachelPun 2 года назад
Why are both correlation coefficient and residual "r"?? Isn't that confusing?
@SarcyseTiranin
@SarcyseTiranin 7 лет назад
I have no idea what this video is talking about...... yet.
@galeboetticher485
@galeboetticher485 7 лет назад
SarcyseTiranin In which grade are you, and from which land?
@hadleyd
@hadleyd 11 месяцев назад
you ever find out?
@SarcyseTiranin
@SarcyseTiranin 11 месяцев назад
@@hadleyd I don't even remember leaving this comment dude. Lol.
@sasivardhanbonthu8159
@sasivardhanbonthu8159 3 года назад
why we are squaring the residuals ?? i case of negative values if we upply mod then it will become positive then what the case with the squares of the residuals
@absolute___zero
@absolute___zero 4 года назад
you forgot to mention about *unobservable* and *observable* values
@Regressor14
@Regressor14 Год назад
what is difference between residuals and bias?
@aatikanaim8332
@aatikanaim8332 2 года назад
can you please share the link of the next video? i am not able to find it.
@christophegauthier5945
@christophegauthier5945 3 года назад
You're mixing up weight and height at around 3:30.
@coneman1015
@coneman1015 Год назад
5:24, sorta got lost after this, can anyone help me out?
@waxbias
@waxbias 8 месяцев назад
i still don’t get it :/ you lost me at weight =m(height)+b what does that mean!! please am i like severely mentally i’ll and can’t understand rules or was it not directly explained why we suddenly wrote that like the cause not even why but the why for the why
@m00gan64
@m00gan64 3 года назад
still confused. its too fast for me
@ephemeraldoodles4579
@ephemeraldoodles4579 7 лет назад
70thviewer, 3rd liker, 3rd comment! 😁
@potatornnrs
@potatornnrs 4 года назад
where my precalculus gang
@ABC2691
@ABC2691 4 года назад
im here lol
@iheartrod0211
@iheartrod0211 4 года назад
midterms 😣!
@Allyicool
@Allyicool 5 лет назад
I owe you my degree. Can you be my dad ?
@elizabethrobalino1317
@elizabethrobalino1317 5 лет назад
Sal does good in the video, he always does, but i don't know why his voice annoys the heck out of me!
@goldenscout1037
@goldenscout1037 Год назад
I can literally NEVER understand ANYTHING from their math videos and everyone is saying how simple it is what??
@catherinewalpole5698
@catherinewalpole5698 5 лет назад
i somehow get more confused listening to you hop around so much. please be more organized
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