Panel Data Analysis: Pooled OLS, Random Effect Model and Fixed Effect Model (Part 1/2)- English [CC]

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  • Опубліковано 3 гру 2024

КОМЕНТАРІ • 156

  • @koushik7604
    @koushik7604 9 місяців тому +6

    This is a real gem. Love from India sir. Thank you so much for bringing this topic. ❤❤

  • @srijanakhatri6277
    @srijanakhatri6277 3 роки тому +48

    I pay thousands of dollars in this American university but fail to learn in spite of trying so hard to learn. And every time I when I search on youtube in (Hindi/Urdu) version, I learn much more than I expected. Thank you so much for your time and effort, Sir. I really appreciate your hard work . I m from Nepal and I m so glad that I grew up learning your language through tv programs. Subscribed and will learn more from other posted videos.

    • @basicseconomichub6063
      @basicseconomichub6063 2 роки тому +1

      You have to learn more English language for understand American lecture .

    • @WTH_Logic5151
      @WTH_Logic5151 Рік тому

      @Basics Economic hub first you learn yourself

  • @Bachy-from-punjab
    @Bachy-from-punjab Рік тому +2

    Very well explained ......bht helpfull hoti ap ki vidios

  • @adicreation9016
    @adicreation9016 Рік тому +4

    Hello from India. Ur knowledge & teaching style is best Sir Ji!!?🙏

  • @gaganpreetpanesar6814
    @gaganpreetpanesar6814 8 місяців тому +1

    This is one of the best video on youtube for panel data regression. .

  • @KARE19269
    @KARE19269 3 роки тому +7

    I watched so many time series videos on UA-cam. Your videos are special. You start the video with prayer. This is something which I liked the most in your videos. Of course, with regard to content covered and conveyed is at different level. Keep imparting your knowledge for the benefit of learners sir. Thank you.
    May Allah be with you all the time.

  • @noorhussainwarsi4209
    @noorhussainwarsi4209 Рік тому +1

    Allah Sir Tehseen ko salamat rkhy. A really good teacher. Pakistan Zindabad.

  • @dhanshriwankhede5457
    @dhanshriwankhede5457 2 роки тому +2

    I'm data scientist aspirant from India & your videos are very useful, thanks.

  • @murtaza860
    @murtaza860 Рік тому +1

    I have been trying to understand this for some years. During my MS degree, my professor did not explain this well, but now I know this concept. Thanks, Dr Tehseen.

  • @rishidurgcg
    @rishidurgcg 3 роки тому +1

    From India, apke liye bahut si duwayien

  • @sahelimukherjee8325
    @sahelimukherjee8325 3 роки тому +5

    I was struggling a lot for past couple of weeks to wrap my head around FE & RE. Today I finally found your video. And now it's absolutely clear to me. Thanks a lot Sir. I wish I had got teachers like you. ❤️

    • @TJAcademyofficial
      @TJAcademyofficial  3 роки тому +1

      My pleasure 🙂
      Do share TJ Academy with friends and teachers.

  • @saadahmad6740
    @saadahmad6740 Рік тому +1

    Proud to have a Gem like you in Pakistan

  • @chandnirana369
    @chandnirana369 Рік тому +2

    As usually very informative video 📹..you are my the best teacher ❤️ 😀 👍 ♥️....

  • @shafiqueahmad128
    @shafiqueahmad128 3 роки тому +1

    The best statistician and econometrician of Pakistan...
    Thnks
    ..a lot of love from school of Economics, PU lahore

  • @aasifmalikshaik1738
    @aasifmalikshaik1738 3 роки тому +1

    JazakAllahu khaira! It was very helpful! :)
    Allah aapko khair aur barakat ata kare. Aameen.

  • @JyotiSharma-g4m
    @JyotiSharma-g4m 4 місяці тому

    Very nicely explained. You done excellent job sir. Really very helpful.

  • @mehboobsultana826
    @mehboobsultana826 2 роки тому +3

    THANKS I HAVE LEARN MORE THAN MY EXPECTATION.

  • @gauravchandel4886
    @gauravchandel4886 8 місяців тому +1

    It was really a great explanation sir. Thanks from India

  • @abdullahkhattak1635
    @abdullahkhattak1635 Рік тому +1

    Informative lectures All time...❤❤❤

  • @Al_Nur0
    @Al_Nur0 Рік тому +1

    Amazing sir, mashalaah

  • @diksha5720
    @diksha5720 2 роки тому +1

    Very well explained. I loved your way of explaining it in a simplified form. Thanks.

  • @mfaizi1297
    @mfaizi1297 2 роки тому +1

    Thank you so much sir..
    Buhut simple karke samjhaya aapne.
    jazakaAllah.

  • @PavanKumar-ef1yy
    @PavanKumar-ef1yy Рік тому +1

    Thankyou so much sir. Excellent explanation Sir.

  • @syedattibullah8150
    @syedattibullah8150 3 роки тому +1

    Agay to chaa Gaye thaa kar gay 👍🏻

  • @ShaylaJahan-yt2tf
    @ShaylaJahan-yt2tf Рік тому

    Al humdu li Allah, amazing. Shayla from Bangladesh.

  • @idreesliaqat6060
    @idreesliaqat6060 8 місяців тому

    Thank you respected sir... Though I completed my PhD in Finance but honestly speaking after watching your videos,I started learning

  • @azmabatoolasif67
    @azmabatoolasif67 Рік тому +1

    what an explanation- simply superb. thank u

  • @faizazaghum7668
    @faizazaghum7668 3 роки тому +1

    Kmal zbrdsttttttt nice methodddddd vry vry gud

  • @mahfuzulalom1654
    @mahfuzulalom1654 3 роки тому +1

    Nice explanation. Appreciation from India

  • @artimalik1126
    @artimalik1126 2 роки тому

    I am learning first time e-views for writing papers, your teachings are clear and understandable

  • @amnaabbas1571
    @amnaabbas1571 3 роки тому +1

    sir frst of all hats of to u. ur voice ur method alllll goooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooood and fabulous. i realy like it.

  • @sumerashabnum9809
    @sumerashabnum9809 2 роки тому

    Very nice, easy to understand methodology of teaching... making hard things simple!

  • @samikbhattacharyya424
    @samikbhattacharyya424 6 місяців тому +1

    Nice video.. love from India

  • @osamarafeeq3437
    @osamarafeeq3437 2 роки тому +2

    thank you sir , defence clear due to this outclass explanitation

  • @inamkhan9809
    @inamkhan9809 2 роки тому +1

    Thank you sir from Peshawar❤️🇵🇰

  • @karvan8109
    @karvan8109 2 роки тому +1

    Very well and simply explained Sir...

  • @ibrar2kt
    @ibrar2kt Рік тому +1

    thank you SIR. KYA BAAAAAAAAAAT HAI APKI LOVE YOU ..SALUTE YOU

  • @kaleemullah8858
    @kaleemullah8858 Рік тому

    Sir ,a great work , i am so proud of you,

  • @zahraakhodabocus4274
    @zahraakhodabocus4274 3 роки тому +1

    Thank you so much for this explanation. May Allah reward you even more!

  • @qamarishtiaq1983
    @qamarishtiaq1983 2 роки тому +1

    Thank you very much sir. I Highly appreciate your effort.

  • @kinzarasheed9497
    @kinzarasheed9497 Рік тому +1

    I got it after two whole semesters ❤️ Thank you

  • @mansinath1751
    @mansinath1751 Рік тому +1

    Thank you so much sir..... blessed to find your channel 😇🌸🦋

  • @akhilakumari314
    @akhilakumari314 2 роки тому +1

    Excellent explanation

  • @AmanullahPhulpotoVlogs
    @AmanullahPhulpotoVlogs 2 роки тому +1

    You amazingly explain everything you are amazing sir ma sha Allah

  • @HafizSherazMahmood
    @HafizSherazMahmood 8 місяців тому +1

    السلام علیکم ورحمتہ اللہ وبرکاتہ
    Kindly sir we also need applied econometrics۔
    جزاک اللہ خیرا کثیرا

  • @shahabtariq1868
    @shahabtariq1868 4 роки тому

    Allah bless you more in all fields, that you deliver the best for the students of Economics.truly you are ASSET AND PROUD OF PAKISTAN

  • @samphotographyindia3112.
    @samphotographyindia3112. 6 місяців тому +1

    Thank you so much sir for your efforts it means a lot to us 💖 such a great lecture 😊

  • @muhammadzeeshan3735
    @muhammadzeeshan3735 2 роки тому +1

    Thank you sir for sharing such a fruitful lecture.

  • @muhammadnaumansadiq
    @muhammadnaumansadiq Рік тому +1

    Amazing Work,Thank You Sir♥️

  • @umairshahab1765
    @umairshahab1765 Рік тому

    Very well explained Sir. More power to you and such people deserve appreication.

  • @AnwarHussain-fe7us
    @AnwarHussain-fe7us 2 роки тому +1

    You are an amazing teacher, thanks

  • @sumanadas3577
    @sumanadas3577 Рік тому +1

    Thank you sooo much Sir ❤️❤️❤️

  • @Easynimics
    @Easynimics 3 роки тому +2

    Subscribed!! I am from India and i loved your session.That was really helpful.Thank u sir..you hv great skill.

  • @ukvynz2118
    @ukvynz2118 3 роки тому +1

    Anna bhout acchi video hai

  • @Dr.KishoreK
    @Dr.KishoreK 3 роки тому +1

    Very good lecture!

  • @abdulrehman969
    @abdulrehman969 6 місяців тому +1

    Really appreciated

  • @arunkumarsabar7906
    @arunkumarsabar7906 2 роки тому +1

    Sir teaching style nice 👍🙏

  • @raowaris3545
    @raowaris3545 3 роки тому +1

    Very good explanation Dr sahb

  • @kumarviru61
    @kumarviru61 2 роки тому +1

    brilliant guy.

  • @Aditirahulkumar
    @Aditirahulkumar 3 роки тому +1

    Thank u sir for ur wonderful explanation

  • @sohailbasit3606
    @sohailbasit3606 Рік тому +1

    Excellent

  • @rishidurgcg
    @rishidurgcg 3 роки тому +1

    Thank you very much sir.....

  • @asadali
    @asadali 3 роки тому +1

    Masha Allah. Very well explained.

  • @rupeshmauskar5797
    @rupeshmauskar5797 3 роки тому +1

    Thank you sir 😘 nicely explain

  • @captainkomol493
    @captainkomol493 3 роки тому +1

    Thank you sir.
    From 🇧🇩

  • @hashimmalik1144
    @hashimmalik1144 Рік тому +1

    Sir love for you ❤️❤️

  • @malik-wb4yi
    @malik-wb4yi Рік тому +1

    Thanku sir

  • @waqasahmed6233
    @waqasahmed6233 3 роки тому +1

    sir good work Masha ALLAH

  • @shanzamaryam5722
    @shanzamaryam5722 2 роки тому +1

    jazakallah for all the hard work and making videos i can learn easily through you lecture which have detail explanation every topic you coverd Mashallah best explanation thanks a lot. can you kindly make videos on GMM in urdu .

  • @economicsbymaqsoodjan5846
    @economicsbymaqsoodjan5846 3 роки тому

    Superb explanation and specially methodology. I also have a UA-cam channel but I take help from your videos. I m very impress from your methodology. God bless you

  • @saiqaaamir8009
    @saiqaaamir8009 2 роки тому +1

    thank you for such well explained lecture sir. Please give lectures by using R programing.

  • @d.u.farooque786
    @d.u.farooque786 2 роки тому +1

    Thank you

  • @kishorkukreja7733
    @kishorkukreja7733 3 роки тому +1

    Indeed a great explanation. I have been struggling to find a right answer to the question of fixed vs random effects and finally this video does a fairly decent job of explaining it. Thank you so much !!

  • @naumaniqbalyt
    @naumaniqbalyt 3 роки тому +1

    Beautifully explained. Please confirm whether lagged Independent variable may be used in FEM

  • @kidskidscartoontv
    @kidskidscartoontv Рік тому +1

    What is the role of the Hausman test in picking one of these two tests (Fixed/Random)? We pick the random effect model if the null hypothesis accepts of Hausman test; otherwise, we use the fixed effect model.

  • @saneshkp9810
    @saneshkp9810 Рік тому +2

    sir, can u mention some books to lear panel data analysis

  • @qamarishtiaq1983
    @qamarishtiaq1983 Рік тому +1

    Waiting for Videos of ARCH / GARCH Family and GAM Model.

  • @mohitgehlot6582
    @mohitgehlot6582 Рік тому +1

    Osm

  • @uzairessa5375
    @uzairessa5375 3 роки тому

    Thanks alot sir.jazakullah.

  • @ChiranjibiGautam-k9u
    @ChiranjibiGautam-k9u 2 місяці тому +2

    Country only 12 and time span 2005 to 2022 ,which modle and methoad is good to analysis?-

  • @khojitvliveupdate
    @khojitvliveupdate 3 роки тому +2

    Assalamualaikum sir g fixed effect within grouped estimated . Ki ak vedio banye plz

  • @saengphenwimoolka420
    @saengphenwimoolka420 2 роки тому +1

    hello, thank you sharing your knowledge. This can conclude that all of the data will be classified into random effect right because we will never collect the whole population data. Is the GLS is similar to GLM? Thus, we should run the test for panel data with the GLS command? only to find one coefficient, what about error? should not be considered as zero? i run the GLM test what should I put i fix variables? all independent variables?
    Thank you.

  • @farmanullah3181
    @farmanullah3181 Рік тому +1

    Sir please make a video on IS and LM curve

  • @shehzadmoin
    @shehzadmoin Рік тому +1

    Assalam o Alaikum...Thanks for your wonderful explanation of these highly confusing concepts for people like me with a lack of in-depth knowledge of advanced-level statistics. If I understand correctly, in pooled OLS, the alpha value is the average value of the entire dataset, which can be easily understood in terms of time series where we have a dataset for a particular variable over time but what about cross-sectional data? I understand that in that case Pooled OLS can not be used because data collected at a single point of time doesn't belong to one particular entity therefore alpha value, which is an average value will become meaningless? kindly correct me and guide me which model can be used for cross-sectional data?

  • @rajeshadhikari1294
    @rajeshadhikari1294 Місяць тому +1

    Thanks a lot for the wonderful video Sir ji. I want to ask one question what is the significance of R^2? I got a low R^2 while running panel data regression analysis with fixed effects models.

    • @TJAcademyofficial
      @TJAcademyofficial  Місяць тому

      You cannot compare R2 with the Time series model's R2. Time series models always have high R2 then panel data.

  • @vaishnavibalaji6811
    @vaishnavibalaji6811 Рік тому +1

    Sir how to check model fit in panel data using System GMM method

  • @zeechohaan6082
    @zeechohaan6082 3 роки тому +1

    Thanks sir
    Kindly explain with numerical

    • @TJAcademyofficial
      @TJAcademyofficial  3 роки тому

      My pleasure. Please find the video below for example
      ua-cam.com/video/WUhS7FE2ZtM/v-deo.html

  • @shagufiiqbal8930
    @shagufiiqbal8930 3 місяці тому +1

    Sir please course launch kijiye.

  • @shehzadmoin
    @shehzadmoin Рік тому +1

    And also do u have the videos on FE within groups and First Difference FE? or if you can suggest where can I study about this?

  • @aminaahmedalibelal5676
    @aminaahmedalibelal5676 2 роки тому +1

    is it possible to apply MIXED EFFECT MODEL with panel data? what are the tests to be conducted to test the efficiency of the model?

  • @MUAZZMAMHANIF
    @MUAZZMAMHANIF Рік тому +1

    pllz make video on endogeneity

  • @shehzadmoin
    @shehzadmoin Рік тому +1

    Assalam o Alaikum..I collected data on cash conversion cycle (CCC) and working capital ratio (WCR) as my dependent variables with determinants of working capital as independent variabbles....and Bruesh-pagen teset suggested me that pooled OLS is not appropriate....then I run Hausman test for FE/RE model and surprisingly for CCC hausman test suggested FE model and for WCR it suggested RE. I don't understand logic behind this. Can you kindly comment on this when actually the data collected for both variables is on the same companies and for same time period?

  • @laxmantandan6255
    @laxmantandan6255 3 роки тому +1

    please sir upload endogenity test of panel data in eviews

  • @bushrahashmi1532
    @bushrahashmi1532 3 роки тому +1

    very good explanation, but how can we explain heteroscedasticity in panel data?

  • @pulkitjain7267
    @pulkitjain7267 2 роки тому +1

    Dear Sir, I have content analysis of 100 movie characters and 565 respondents survey data (Likert scale) about those movies. I am not sure how to correlate them and what statistical tool or method should I use? Please advise

  • @kousarnasir6510
    @kousarnasir6510 3 роки тому

    Thankyou sir, plz make a video for GMM model...thanks in advanced

  • @rehanaanaher
    @rehanaanaher 2 роки тому +1

    i need its data file which you have used

  • @aniksaha9925
    @aniksaha9925 2 роки тому +1

    If my research paper is totally based on whether to use pooled ols/ FEM/ REM, then what are the preliminary tests are needed to perform? (I have done multicollinearity, correlation analysis, autocorrelation, heteroscedasticity, cross section dependence test- do i need any other tests?)
    2) do i need to check stationarity level?
    3) can i include DH panel granger causality?

    • @murtaza860
      @murtaza860 Рік тому

      You need to perform Husman text to decide between Fixed effect or Random effect

  • @eshagraphicsdesigner9501
    @eshagraphicsdesigner9501 2 роки тому +1

    Asslam o Alaikum sir...mujy ye pouchna tha k panel data regression model or panel data anlysis 2no aik hi topic hai ya alag alag????

  • @pinkrose1346
    @pinkrose1346 3 роки тому +1

    @TJ Academy
    Hi Sir
    Please answer my query
    I have the data of only one country and there are 25 banks but some are new like established in 2010 and some are old like established in 2005.
    There are also missing values. (So its unbalanced data)
    Can i use fixed and random model ??