Introduction to residuals and least squares regression

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Introduction to residuals and least squares regression

Пікірлер: 102

  • @jollycolours
    @jollycolours2 жыл бұрын

    in less than 8 mins, you taught me what my teacher couldn't in a whole semester. Thank you sooooo much, sensei!

  • @octno19

    @octno19

    2 жыл бұрын

    I feel you

  • @calummcloughlin8090

    @calummcloughlin8090

    2 жыл бұрын

    Bro same

  • @joeymorse365

    @joeymorse365

    Жыл бұрын

    you spent a whole semester learning this?

  • @comamiday462

    @comamiday462

    Жыл бұрын

    @@joeymorse365 haha

  • @bryanburns9702

    @bryanburns9702

    Жыл бұрын

    Hmmmm. I wonder how much you actually paid attention in class...

  • @StickyBrickit
    @StickyBrickit11 ай бұрын

    Even though these videos are getting fairly old now I still think they are amongst some of the best on the Internet!

  • @nicholascunningham6936

    @nicholascunningham6936

    3 ай бұрын

    Eh, old or not, math is math. It's not changing any time soon. And I agree, these videos are a godsend

  • @monicaliu8572
    @monicaliu85725 жыл бұрын

    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!!

  • @jawdee9395
    @jawdee93959 ай бұрын

    As a freshie in HS I’m watching this right before midterms and BOY HAS THIS HELPED ME A BIT

  • @chvrleshd
    @chvrleshd4 жыл бұрын

    iv'e been searching everywhere and watching videos for an unambiguous explanation of OLS. Finally someone explains properly

  • @torinstudios9768
    @torinstudios97686 жыл бұрын

    Ive been struggling with this for my exam tomorrow and this really helped me understand it better- thanks man

  • @nicholasneuman1587

    @nicholasneuman1587

    2 жыл бұрын

    did you pass?

  • @idkagoodname7686

    @idkagoodname7686

    Жыл бұрын

    @@nicholasneuman1587 a few years late

  • @CertifiedZoony

    @CertifiedZoony

    Жыл бұрын

    @@idkagoodname7686 a few months early

  • @saraharsalan8367
    @saraharsalan83674 жыл бұрын

    Thank you, this explanation makes the topic much easier to understand!

  • @rezafarin8847
    @rezafarin88474 жыл бұрын

    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)

  • @shashikantdwivedi5792
    @shashikantdwivedi57925 жыл бұрын

    This helped me understanding linear regression as I am studying machine learning

  • @Shakoko1000
    @Shakoko10006 жыл бұрын

    Always find my answers from here thank you

  • @zaidthunder1
    @zaidthunder16 жыл бұрын

    you never cease to surprise.

  • @frankielabro7935
    @frankielabro79356 жыл бұрын

    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 жыл бұрын

    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

  • @amitabhjayaswal
    @amitabhjayaswal6 жыл бұрын

    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.

  • @gagandeep1986
    @gagandeep19863 жыл бұрын

    Thanks for the useful video. What software,platform you are using for writing is it ipad ?

  • @jayneebayful
    @jayneebayful6 жыл бұрын

    thanks I actually have a better understanding now

  • @user-oz9pl1ph8y
    @user-oz9pl1ph8y6 жыл бұрын

    really thank you for this wonderful video!!

  • @t1d4l49
    @t1d4l49 Жыл бұрын

    You taught me what i needed to know in 6 minutes and my math teacher couldnt in 2 months

  • @kallolbrc
    @kallolbrc3 жыл бұрын

    Great video! Very interesting... what software are you using to draw the lines? It seems very flexible and effective.

  • @RubyMaster13

    @RubyMaster13

    Жыл бұрын

    Pretty sure it's just Khan Academy's software.

  • @israrkarim65
    @israrkarim657 жыл бұрын

    Awsome Vedio. Love from Pakistan.

  • @Josephus_vanDenElzen
    @Josephus_vanDenElzen5 жыл бұрын

    7:10 The higher the absolute deviation from the line, the heavier the weight, because of squaring

  • @merakicloudd
    @merakicloudd Жыл бұрын

    Thank you, this was very very helpful

  • @PrachitiPimple
    @PrachitiPimple4 жыл бұрын

    Great video...good explaination👍🏻

  • @nitnvg
    @nitnvg5 жыл бұрын

    fantastic explanation

  • @monsymg7340
    @monsymg73406 жыл бұрын

    Someone answer me but basically observed value minus (-) predicted value?

  • @DKTheWhiteMexican
    @DKTheWhiteMexican7 жыл бұрын

    Great video. Too bad I finished my stats class 2 weeks ago ]= I could of used it.

  • @dharnie9861
    @dharnie98613 жыл бұрын

    Thanks for this guide

  • @adosar7261
    @adosar72615 жыл бұрын

    How do you calculate the slope "m" in a non cartesian coordinate system ? (non ortho-regular system)

  • @sethm3856

    @sethm3856

    5 жыл бұрын

    plug it into excel :P

  • @truthigiraneza6489
    @truthigiraneza64897 жыл бұрын

    Nice work!

  • @qsfrankfurt9513
    @qsfrankfurt9513 Жыл бұрын

    which software are you using to create all this?

  • @jesusvelazquezdelatorre8060
    @jesusvelazquezdelatorre80603 жыл бұрын

    Great video THANKS!!!

  • @Mahmoud-ys1kt
    @Mahmoud-ys1kt Жыл бұрын

    Always Great Sal , Thanks

  • @bogdanilie6152
    @bogdanilie61523 жыл бұрын

    Better than my university lecturer.

  • @mr.physica9839
    @mr.physica98397 жыл бұрын

    please make tutorial videos on tensor

  • @aatikanaim8332
    @aatikanaim83322 жыл бұрын

    can you please share the link of the next video? i am not able to find it.

  • @fatimak6440
    @fatimak64408 ай бұрын

    khanacademy is the G.O.A.T.

  • @sasivardhanbonthu8159
    @sasivardhanbonthu81593 жыл бұрын

    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

  • @syd5338
    @syd53385 жыл бұрын

    How do you do it when you start with a table of values?

  • @maazqasim1639

    @maazqasim1639

    5 жыл бұрын

    Sydney Adams use the x and y from the table to plot dots on a graph

  • @Regressor14
    @Regressor14 Жыл бұрын

    what is difference between residuals and bias?

  • @mateoafshar3906
    @mateoafshar39062 жыл бұрын

    I still do not understand the reason why my teachers don't use these as an explanation video instead of something else.

  • @abdulrahmanradwan6167
    @abdulrahmanradwan61674 жыл бұрын

    It is very useful

  • @wenh428
    @wenh4283 жыл бұрын

    Reviewing to prepare for my interview tomorrow 😅

  • @A.K04
    @A.K044 жыл бұрын

    Thank you.

  • @chathurapriyashan5531
    @chathurapriyashan55314 ай бұрын

    very very clear

  • @larissacury7714
    @larissacury7714 Жыл бұрын

    thank you!

  • @awabqureshi814
    @awabqureshi8147 жыл бұрын

    What program is this? I am considering using it for sketching my own graphs and such

  • @maxrod98

    @maxrod98

    5 жыл бұрын

    SmoothDraw 3 i just googled it, and it is free

  • @nogapres3007

    @nogapres3007

    4 жыл бұрын

    @@maxrod98 that rhymed

  • @shrutisingh8903

    @shrutisingh8903

    3 жыл бұрын

    @@nogapres3007 😂😂😂😂😂😂

  • @magnus4681
    @magnus46812 жыл бұрын

    Is there a way to watch these in the correct order? :D

  • @genevievekonklin6615

    @genevievekonklin6615

    2 жыл бұрын

    I was trying to figure out the same thing

  • @RachelPun
    @RachelPun2 жыл бұрын

    Why are both correlation coefficient and residual "r"?? Isn't that confusing?

  • @kelvinmuinde3208
    @kelvinmuinde32083 жыл бұрын

    Please make the board on light mode.. The writings on the board aren't visible

  • @calebkim2275
    @calebkim22756 жыл бұрын

    Who's here for finals carnegie

  • @NoForGayJesus
    @NoForGayJesus6 жыл бұрын

    wtf im a freshman learning this and i dont understand, welp

  • @maijiathao2656

    @maijiathao2656

    6 жыл бұрын

    Same..

  • @ethansaye4057

    @ethansaye4057

    6 жыл бұрын

    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 жыл бұрын

    can u tell which part U don't understand or u have no idea what is this thing doing about

  • @mulder19x95

    @mulder19x95

    5 жыл бұрын

    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 жыл бұрын

    It scared me that we have the same name. I’m in 7th tho

  • @coneman1015
    @coneman1015 Жыл бұрын

    5:24, sorta got lost after this, can anyone help me out?

  • @absolute___zero
    @absolute___zero4 жыл бұрын

    you forgot to mention about *unobservable* and *observable* values

  • @davidecontu3870
    @davidecontu38703 ай бұрын

    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

  • @SarcyseTiranin
    @SarcyseTiranin7 жыл бұрын

    I have no idea what this video is talking about...... yet.

  • @galeboetticher485

    @galeboetticher485

    7 жыл бұрын

    SarcyseTiranin In which grade are you, and from which land?

  • @hadleyd

    @hadleyd

    9 ай бұрын

    you ever find out?

  • @SarcyseTiranin

    @SarcyseTiranin

    9 ай бұрын

    @@hadleyd I don't even remember leaving this comment dude. Lol.

  • @christophegauthier5945
    @christophegauthier59453 жыл бұрын

    You're mixing up weight and height at around 3:30.

  • @waxbias
    @waxbias7 ай бұрын

    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
    @m00gan643 жыл бұрын

    still confused. its too fast for me

  • @ephemeraldoodles4579
    @ephemeraldoodles45797 жыл бұрын

    70thviewer, 3rd liker, 3rd comment! 😁

  • @potatornnrs
    @potatornnrs4 жыл бұрын

    where my precalculus gang

  • @ABC2691

    @ABC2691

    4 жыл бұрын

    im here lol

  • @iheartrod0211
    @iheartrod02114 жыл бұрын

    midterms 😣!

  • @goldenscout1037
    @goldenscout1037 Жыл бұрын

    I can literally NEVER understand ANYTHING from their math videos and everyone is saying how simple it is what??

  • @Allyicool
    @Allyicool5 жыл бұрын

    I owe you my degree. Can you be my dad ?

  • @catherinewalpole5698
    @catherinewalpole56985 жыл бұрын

    i somehow get more confused listening to you hop around so much. please be more organized

  • @elizabethrobalino1317
    @elizabethrobalino13175 жыл бұрын

    Sal does good in the video, he always does, but i don't know why his voice annoys the heck out of me!