Econometrics // Lecture 3: OLS and Goodness-Of-Fit (R-Squared)

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  • Опубліковано 29 чер 2024
  • This is an introduction to OLS and Goodness-Of-Fit tutorial. This video touches on each of these subjects:
    1. What is OLS? ("Ordinary Least Squares")
    2. Properties of OLS
    3. "Sum of Squared Residuals" (SSR), "Explained Sum of Squares" (SSE) & "Total Sum of Squares" (SST)
    4. "Goodness-Of-Fit" (R-Squared)
    5. Interpreting R-Squared
    This video is intended to provide the student with an introduction to the "Ordinary Least Squares" method of estimation and its properties. This video also introduces the goodness of fit measure, R-Squared.
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    All video, commentary and music is owned by Keynes Academy.

КОМЕНТАРІ • 271

  • @andrescamilomendozapatino8466
    @andrescamilomendozapatino8466 3 роки тому +18

    Hey! Your lectures were awesome! Where did you go! The world need more of your videos!

  • @sanjidaakter7726
    @sanjidaakter7726 2 роки тому +25

    Hey Chris, please upload next videos.. Your teaching style rocks! Life saver.. Please start over

  • @nuralyamohdzabidi83
    @nuralyamohdzabidi83 10 років тому +10

    I think your explanations are much better than the tutors that I thought. It's been months and I always thought it'd be so complex for a normal average student to understand but you made it simple and more contextual of the topics. Amazing. Please keep doing videos on these things because it's really helping! Thank you so much!

  • @KeynesAcademy
    @KeynesAcademy  11 років тому +10

    Hi Everyone! We want to know your opinion, comment and let us know how you think we are doing here at Keynes Academy! Subscribe and like if you would like to see more econometrics!

    • @manosxa
      @manosxa 3 роки тому

      did you just spend 3 lectures to explain least squares for a straight line without even the correct title dummy?

  • @tushersaha4464
    @tushersaha4464 8 місяців тому +4

    Hi Chris, hope you are doing well! The world needs more of your videos!!! I learned more from your videos that my professor couldn't teach over 4 months. If you can, please upload some more videos :)

  • @Paktvlounge
    @Paktvlounge 8 років тому +66

    These are some really great lectures. Your method of delivery is great. I have never in my life studied these topics and now i somewhat understand them quite better. This tells a lot about how well you have and can deliver. I do not know why did you stop publishing videos but if you can keep on going please do not stop.

  • @deepapatel28
    @deepapatel28 8 років тому +3

    Thank you so much for doing this, Chris! Really great videos. I wish you would keep going because this helped me tremendously.

  • @seanomalley8312
    @seanomalley8312 11 років тому +12

    Brilliant!!! Starting a masters in economics next month and have been out of education fpr over two years now so great revision to get me back into things. Keep them coming.

  • @eltajhasanova8284
    @eltajhasanova8284 8 років тому +25

    Never thought these things were easy untill discovering your channel!
    Thank you for your great work! You are saving a lot of lives literally)

  • @karenlam4157
    @karenlam4157 10 років тому

    Just wanted to say how amazing these videos are. Everything was explained to clearly with visuals as well! It helped me so much. I look forwards to seeing more of your videos.

  • @xhuliodedej8133
    @xhuliodedej8133 5 років тому +4

    You have to continue! Your lectures are really great

  • @marcelamimica7615
    @marcelamimica7615 10 років тому +1

    great video! thank you so much for uploading this lessons, I hope to see the next ones soon!

  • @lalalalas11
    @lalalalas11 7 років тому +2

    awesome 3 set video on the basics of econometrics , thank you.

  • @clebsoncosta
    @clebsoncosta 6 років тому

    Wow!!! What a wonderful and simplified explanation about OLS! Thank you!

  • @OmarPR100
    @OmarPR100 10 років тому +1

    This is absolutely fantastic, please keep making more videos.

  • @deshdeewana7162
    @deshdeewana7162 8 років тому +3

    Very nice video with simple understanding............ Was very confused with this topic but after seeing your videos it looks very easy now..........

  • @jackwulfric8019
    @jackwulfric8019 8 років тому +1

    more videos man!! continue this please.
    btw loved it and you helped me understand a lot.

  • @ez_aref
    @ez_aref 6 років тому +60

    We need more lectures ,, where did you go ?

    • @namansinha4112
      @namansinha4112 3 роки тому +5

      Estimated corona i guess

    • @hueguy
      @hueguy 2 роки тому +3

      From 2021 and about to take a course in econometrics, these videos are amazingly helpful... I really hope they'll start making more soon.

    • @dustinbossmusic
      @dustinbossmusic 2 роки тому +4

      He got a A+ paying job is my guess, this stuff is extremely worthwhile to learn. Guessing he's way too busy, cause its a ton of work as you might be able to see from these videos.

  • @pedrocaballero7796
    @pedrocaballero7796 3 роки тому +2

    GREAT videos, awesome way to explain the topics, just started this at the university and couldnt trully grasp the meaning of some things until i saw your videos, it was really frustrating during the lecture but youuuu make it so easyyy Thx.

  • @anastasiakpedinu7004
    @anastasiakpedinu7004 6 місяців тому

    I love this. Its the best I have ever seen on this subject so far. Please don't stop. Keep the good work. God bless you so much

  • @badhuisstraat20
    @badhuisstraat20 10 років тому

    Please upload more! It's so great! Thank you Chris

  • @BrutalMixLover
    @BrutalMixLover 8 років тому +1

    Hello! As a student on economics I found the video very good and helpful! Thanks and look forward for the next one!

  • @mollsap
    @mollsap 7 років тому +5

    my economics lecturer is terrible and these videos are fantastic at explaining! Please do more :(

  • @ZeeshanHashim
    @ZeeshanHashim 5 років тому

    Thank You for uploading these videos. I really enjoyed what you taught.

  • @waicheungwong1471
    @waicheungwong1471 10 років тому

    Thank you! It is much much better than the lecture I've attend!

  • @munjedkaloti8422
    @munjedkaloti8422 7 років тому +2

    Thank you Chris for the tutorial videos
    They are of a big help, They explain the topics in a simple and clear way
    I believe you shall have tutorial videos on all topics in econometrics which would be an online education for anyone interested to study econometrics
    You are a hero to the student who doesnt understand from class
    Keep it up and all respect from me

  • @BallerG1000
    @BallerG1000 10 років тому +3

    More of these please. They are so helpful!

  • @sherandikaumshivsenapancho6531
    @sherandikaumshivsenapancho6531 11 років тому +5

    Absolutely BRILLIANT! For a student that has never done any statistics throughout education this explains it perfectly. Short and concise. Release the next video ASAP, have an exam on the 27th!

  • @Manaflowing
    @Manaflowing 4 роки тому +1

    I'm like 45 minutes away from a midterm and you're really saving my bacon rn, defining the funny squiggles was helpful

  • @cca211
    @cca211 10 років тому

    Your videos are AMAZING!! Please upload more!!

  • @sarinarose8021
    @sarinarose8021 8 років тому

    Really helpful! Please continue it cleared so much!

  • @habibakhattab18
    @habibakhattab18 9 років тому

    oh my god !! thank you thank you thank you !! brilliant please keep them coming !!

  • @inkarkhussainova3932
    @inkarkhussainova3932 9 років тому +11

    Thank you for your lessons!!! Very useful and understandable! Could you please explain classical assumptions?

  • @mentionlater19
    @mentionlater19 10 років тому

    Thank u so much! U explain it so well.ive read his chap in gujarati two times but finally understood through your video.god bless you!

  • @karundhingra
    @karundhingra 7 років тому

    Thanks for these lectures, you have explained things really well

  • @lordsick8527
    @lordsick8527 Рік тому

    Really good presentation and the tone of voice and interaction just feels like it's a friend tutoring me.

  • @AngelMazibuko
    @AngelMazibuko 6 років тому

    Thanks Chris, you have made my life much easier!

  • @nyangaterdit
    @nyangaterdit 6 років тому

    The lesson was impressive.. more of this lessons will help a lot if you can upload more. Thanks for sharing knowledge of econometric.

  • @daysiatorres3082
    @daysiatorres3082 Рік тому

    I have been struggling to understand conceptually the importance of R^2. This was so helpful!!

  • @gendough
    @gendough 10 років тому +1

    I just signed up for econometrics after not having taken any math or econ classes for three years, and nothing could get me to understand these (supposedly) simple regression concepts. Not the textbook, not my professor, not other channels on UA-cam. Nothing ... except for your past few episodes. Bravo!

  • @admirburzic3303
    @admirburzic3303 Рік тому

    Man these are some really grate videos. It is a pitty you stopped. You owe it to the world to continue this MAAAAAAN!!!!!!!!!!!!!

  • @usmnnaseer
    @usmnnaseer 8 років тому +1

    You are such a great teacher :)
    Love u!

  • @111umarali
    @111umarali 7 років тому +40

    when are you uploading more lecture sir waiting and if there any kindly reply

  • @fabiorovai5747
    @fabiorovai5747 5 років тому

    This video was so good, thank you very much!

  • @SonGoku-uv4pk
    @SonGoku-uv4pk Рік тому

    Thanks a lot for this. Even 10 years later its very useful

  • @supratimdutta7146
    @supratimdutta7146 6 років тому

    Ur way of delivering d lecture is awesome.thank u so much.plz upload more video sir.

  • @aliemusoit2919
    @aliemusoit2919 5 місяців тому

    This is a great and very helpful lecture. Thank you

  • @mugarurajosephkatuufu1538
    @mugarurajosephkatuufu1538 9 років тому

    A very valuable work!! Thank you so much.

  • @CA-ff1fw
    @CA-ff1fw 8 років тому +1

    Whole videos was very helpfull, thanks for sharing this informations with us.

  • @ShawonBiswasJU
    @ShawonBiswasJU 8 років тому

    great & easiest lecture I have ever seen about econometrics.

  • @sandsiren4840
    @sandsiren4840 5 років тому

    you're incredible! this was very helpful

  • @samarsoltan9128
    @samarsoltan9128 10 років тому +3

    GREAT work ... Thank You!

  • @ezeemekaemmanuel2577
    @ezeemekaemmanuel2577 4 роки тому

    You are doing a great work. Thanks

  • @valpaccino8558
    @valpaccino8558 9 років тому +1

    this was sooo helpful.I need more!! :(

  • @mohdkashif86
    @mohdkashif86 10 років тому

    A very informative task you have done. Great work

  • @funshoigbasan4090
    @funshoigbasan4090 10 років тому

    Thank you sooo much you are a life saver,i have never taken any course close to econometrics before,i dont av any background in statistics or economics and my mathematics is bad so in the class i always think my lecturer is speaking chinese when lecturing,infact i had given up on the course until i found your videos,its been soo helpful and i now understand all what was discussed in class although the denotations are different.Thanks a million please more videos we are waiting.

  • @thomdang6221
    @thomdang6221 8 років тому +4

    Dear Sir, Where are other videos? I'm a big fan of your teaching, I need more than that, please make more videos, very grateful to you.

  • @nathan1507
    @nathan1507 Рік тому

    Bro dropped 3 videos that save the grade of hundred thousands of people and left like it was nothing. Hail to the king

  • @bernicebongsiysi4788
    @bernicebongsiysi4788 7 місяців тому

    My doubt was just clarified in this video, thanks a lot

  • @BTBSOUNDS
    @BTBSOUNDS 4 роки тому

    I have a final on this in abouuut 2 weeks and I'm about 3 seconds away from setting either myself or my university on fire. I've understood more in these three videos than I did in 11 weeks of lectures and seminars

  • @WFOFW1
    @WFOFW1 6 місяців тому

    Amazing class.

  • @turkayjamal3289
    @turkayjamal3289 10 років тому

    Thank you very much! It really was helpful and you were better than my professor

  • @user-xp6gm2er4i
    @user-xp6gm2er4i 7 років тому

    Danke dir! Great video and explanation!

  • @yaroslavpanfylov1007
    @yaroslavpanfylov1007 7 років тому

    Wow!!. So clear!!! Thank you very much

  • @TheRealLeonidas300
    @TheRealLeonidas300 10 років тому

    Post more! I wish i watched these videos before the fall semester

  • @amriteshpalani6959
    @amriteshpalani6959 4 роки тому

    Great job!

  • @samaboateng4348
    @samaboateng4348 9 років тому

    this video has been very help to me, Thanks

  • @Maiqader
    @Maiqader 10 років тому +1

    that was really good, i finally get it … been in lecture for the past month and i feel like i understand really better now. can we have videos about the multiple linear regression and EVIEWS program please ?

  • @halitmetin6423
    @halitmetin6423 4 роки тому

    good summary and very brief explanation please upload more videos we need you

  • @amarkang6275
    @amarkang6275 5 років тому

    Oh great deity where did you go we need you!!! I won't be able to get through this undergrad course without you!!

  • @navdeep-_-07
    @navdeep-_-07 6 років тому +38

    Hi ,where are u? I need your help. Plz come back and make more videos on econometrics.plzzzz

  • @rodleyhaynes1513
    @rodleyhaynes1513 6 років тому

    Nice stuff man!

  • @anubhavnagpal4555
    @anubhavnagpal4555 10 років тому

    awesome video.... thnx chris ,......
    helped a lot

  • @princeshakib
    @princeshakib 10 років тому

    thanks a lot it was very useful for someone like me who didn't study econometric before. Pleasure!

  • @kvs1247
    @kvs1247 10 років тому

    real awesome. Thanks a lot for vide0s.

  • @navyashreegr
    @navyashreegr 10 років тому +1

    Thank you so much.. this video helped me a lot.

  • @monavi13
    @monavi13 4 роки тому

    Thank you very much you saved my life!

  • @jeffanyacosta6129
    @jeffanyacosta6129 4 роки тому

    simply amazing!!!!

  • @nainaaysh6577
    @nainaaysh6577 10 років тому +10

    More video pleaseeeeeeeeeee, this is so helpful, I don't understand well in the Gujarati book, i understand all with this video :)

    • @HenryTechBoy
      @HenryTechBoy 5 років тому

      What's your opinion on that book? I borrowed it from the library but my course focuses more on the econometrics book by Woolridge!

    • @kamaleshkhanna4735
      @kamaleshkhanna4735 4 роки тому

      Did you by chance find any substitute video series for that book

    • @bikramadityaghosh1450
      @bikramadityaghosh1450 4 роки тому

      ua-cam.com/play/PLJzvu5X33puxM6B9MgMDzQAUD4rYXj1l4.html

  • @rahuldhanuka5867
    @rahuldhanuka5867 6 років тому

    thank you - very helpful and nice lectures

  • @Wizzapa
    @Wizzapa 6 років тому

    Really helpful video.

  • @manolobezanilla3396
    @manolobezanilla3396 9 років тому

    Thanks!! Please upload more videos!

  • @JUANDICIMOMAGNIFICOO
    @JUANDICIMOMAGNIFICOO 10 років тому

    Thank you so much for the video! Are you planning on posting more? I hope so!!

  • @puthikakou2556
    @puthikakou2556 6 років тому

    very good explanation

  • @danielabate5240
    @danielabate5240 9 років тому +1

    Thank u , its great keep it up!!!!

  • @valentinavelasquez1914
    @valentinavelasquez1914 9 років тому

    Thank you so much!! very understandable... better than my professor

  • @thoibarra1
    @thoibarra1 4 роки тому

    Thank u so much I hope you made more

  • @lupumlongcukana3510
    @lupumlongcukana3510 2 роки тому

    Thank you so much this is so helpful

  • @lamezamashiyat836
    @lamezamashiyat836 8 років тому

    very helpful! thank you!

  • @LaChuppacabbra24
    @LaChuppacabbra24 11 років тому

    you just made econometrics understandable for me...thanks bud

  • @esteban_ruiz
    @esteban_ruiz 3 роки тому

    great video

  • @zanareyahsalim5572
    @zanareyahsalim5572 10 років тому

    omg chris, u really knows how to explain in a concise but with good points!! please upload next lecture. im waiting not because i m goin to have exam soon, but because u just made econometric very interesting...;)

    • @vitorgois3938
      @vitorgois3938 2 роки тому

      Did he die or something? I'd just like to know how he is doing XD

  • @jamesnaylon424
    @jamesnaylon424 3 роки тому +1

    oh my where did you go? need more of those

  • @jamescoleman3902
    @jamescoleman3902 9 років тому

    great job thanks, more please

  • @anshumkhandelwal3311
    @anshumkhandelwal3311 11 років тому

    That was so helpful!
    Thnks a lot!

  • @suganmuni4334
    @suganmuni4334 9 років тому +4

    hello kris.. your lecture on Regression model really good and understandable.. could you please add any numerical example to find each methods of sum of squares.. and connect real world situation and solution into it..

  • @bigbenlity
    @bigbenlity 4 роки тому +1

    Can you please continue with the lecture? I really need the continuation of the lectures. you explain the lecture with aplomb!

  • @murlishaw2341
    @murlishaw2341 7 років тому +6

    Waiting for other topics....!!

  • @MehdiElharti
    @MehdiElharti 10 років тому +5

    This was very good. You are a hero :)
    But I looked for lecture 4 and there was none :(
    It would be great if you could do similar presentations on the following:
    1. Multiple Regression
    2. Serial Correlation and how to detect it
    3. Heteroskedasticity and how to detect it
    4. Multicolienarity and to detect it
    5. Forecasting using regression (forecasting error)
    6. Applying regression to time series (stationarity....)
    I personally use gretl for all of my regression work.. it's excellent and free :)

    • @mentionlater19
      @mentionlater19 10 років тому +2

      ^ Please listen to this man.more videos!

  • @fyylicious
    @fyylicious 9 років тому

    That was easy to understand! Do you perhaps have the sample question regarding on the topic? Do share the link yeah! Looking forward to the next lecture video. :)