Panel Data Analysis | Econometrics | Fixed effect|Random effect | Time Series | Data Science

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  • Опубліковано 11 гру 2024

КОМЕНТАРІ • 136

  • @nigirizushi533
    @nigirizushi533 10 місяців тому

    thank you so much!! you're singlehandedly carrying my undergrad thesis

  • @harielvis
    @harielvis 4 роки тому +2

    Excellent explanation! Thanks for sharing the information freely. I even clicked some ad hoping it helps.

  • @tr3645
    @tr3645 3 роки тому +1

    thanks a lot. there are not that many videos that explain fixed-effect models in Japanese on UA-cam. I am a Japanese student studying econometrics. I hope the number of videos explaining fixed-effect models in Japanese increases.

  • @_uncleP_
    @_uncleP_ Рік тому

    Best explanation on the internet🙏

  • @hariprasadpathak9260
    @hariprasadpathak9260 4 роки тому +2

    What a comprehensive explanation in a very simple way! Really amazing. Thanks a lot.

  • @AndualemTaye
    @AndualemTaye 2 роки тому

    excellent presentation, brief but comprehensive at the same time

  • @brianwaiswa3659
    @brianwaiswa3659 3 роки тому

    It is a marvelous video, it explains the concepts very well.

  • @jairammeena7853
    @jairammeena7853 5 років тому

    This tutorial on panel data is very crisp and insightful.

  • @markclintworth6134
    @markclintworth6134 5 років тому +4

    Many thanks for this ! Clear, lucid and effective explanation. Very much appreciated.

  • @orapierra6649
    @orapierra6649 5 років тому

    Wooow this video summarise everything to get started with panel data modelling. Explained very well. thanks very much

  • @agoogleuser6452
    @agoogleuser6452 2 роки тому +1

    Very clear explanation

  • @mustafizurrahman5699
    @mustafizurrahman5699 2 роки тому

    Simply mesmerising and splendid lecture to elucidate glimpse view on panel data analysis. Hats off

  • @oluwatosinonayemi9060
    @oluwatosinonayemi9060 2 роки тому

    Thank you for this explanation. Really helpful.

  • @martinindrawata8840
    @martinindrawata8840 5 років тому +3

    Thank you so much sir, you saved my thesis

  • @linwei6953
    @linwei6953 6 років тому +7

    Thank you so much for explain it so intuitively, it saves my life before the exam!

  • @emmanuel3047
    @emmanuel3047 3 роки тому

    I liked this introduction! Thank you :)

  • @charithkrish
    @charithkrish 5 років тому +7

    Sir can you make available the data file (excel file) that you are working with. It would be helpful practicing these techniques further. Thanks.

  • @dr.dhaneeshkumar7331
    @dr.dhaneeshkumar7331 4 роки тому

    Excellent explanation ...thank you sir

  • @andreavegatinoco7291
    @andreavegatinoco7291 5 років тому +1

    Excellent video!! I took the time to sign in only to Like this video and subscribe. It was very clear, good exampling, and answered all my questions. Thank you!!

  • @kumartapan1
    @kumartapan1 7 років тому +2

    Thank you very much for explaining the lecture such a simple way.................................................

  • @Thoughtprovoking01
    @Thoughtprovoking01 4 роки тому +1

    Good work.. Find it really helpful... But it could have been presented in 35 mints..

  • @kudzaichidzonga2139
    @kudzaichidzonga2139 4 роки тому

    Well explained. You know your field. Thanks a lot. Keep posting more videos.

  • @mariateresabuenavista8560
    @mariateresabuenavista8560 Рік тому

    Many thanks for the guidance.

  • @joshuamomanyi6836
    @joshuamomanyi6836 3 роки тому

    This is quite awesome one

  • @shazilmahmood3234
    @shazilmahmood3234 3 роки тому

    It has been very informative video.

  • @tom4115
    @tom4115 3 роки тому

    That was great, thanks a lot. Fantastic communication. Very clear.

  • @hillarychulukila2493
    @hillarychulukila2493 2 роки тому

    Thanks good explanation

  • @diakokawkabishad3409
    @diakokawkabishad3409 3 роки тому

    Thank you so much, helped me alot !!!!

  • @Suresh8848m
    @Suresh8848m 4 роки тому

    Great job..Please keep going

  • @jameshurliman8951
    @jameshurliman8951 5 років тому +18

    I got an ad at the beginning, popup ads that reappeared at the bottom continuously and video interrupt ads about every 2.5 minutes. I appreciate the content but the amount of ads is extreme.

  • @shafiulalam1175
    @shafiulalam1175 5 років тому

    Really it was amazing! I was zero before learning this.

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

    Good video on panel data. Please share an example of panel data regression in SPSS with how to select FE or RE model.

  • @mehrajudinbathangi1245
    @mehrajudinbathangi1245 6 років тому

    Nice video. I got the operations on the panel data cleared very well.

  • @victor891107
    @victor891107 2 роки тому

    I have a panel data with N=27 and T=6 Years, which estimation technique can be best suitable for this?

  • @sakinaseidu2014
    @sakinaseidu2014 5 років тому

    Lovely video. You made it practical!!

  • @MrMandarpriya
    @MrMandarpriya Рік тому

    Sir, I wanted to know if i want for each of Yi, as suppose my Y is for each country, then how do i obtain result separately for each country

  • @ad841
    @ad841 7 років тому +2

    Brilliant Explanation, Sir!

  • @jadhavmadhav
    @jadhavmadhav 9 місяців тому

    Good lecture Sir
    Thank you very much
    Can you help me, how to use pnale data analysis for district wise crime data for 20 years

  • @srirupabagchi2210
    @srirupabagchi2210 5 років тому

    very nicely explained. thank you

  • @vivunimohammed7337
    @vivunimohammed7337 5 років тому

    perfect explanation

  • @denistiyo7193
    @denistiyo7193 4 роки тому

    Well explained. Thanks.

  • @amjad525
    @amjad525 3 роки тому

    thank you, sir,
    sir, I have two cross-sections (two countries) and time t=18, which technique will you prefer for this panel data. sir plz help me out.

  • @menzibennett4808
    @menzibennett4808 Рік тому

    Thank you.

  • @bijuthank
    @bijuthank 4 роки тому

    In the cities panel data, which attribute is the dependent variable, and which ones are the independent variable. I have a similar dataset and finding it hard to identify the dependent and independent variables, as there are none.

  • @monicasharma4344
    @monicasharma4344 6 років тому

    Very nicely explained...

  • @asarwaribit
    @asarwaribit 3 роки тому

    Dear can you please help to let me know qhat are the steps to follow for endogeneity test for panel dat using eviews. I will be gratefull. if you can refer any good link oe just the steps. Waiting for your response. regards

  • @proshantadey4753
    @proshantadey4753 2 роки тому +1

    What a nice and clear explanation of very complex topic! I really appreciate you doing this presentation! I would like to attend more classes! How can I do that?

  • @XX-11235
    @XX-11235 3 роки тому

    How do you figure out the correct specification of the model? I.e you know it's fixed effects but simple linear model doesn't give any significance to your variables? What transformation should you consider? How do you find out whether some variables have a nonlinear impact or that there is some sort of an interaction between 1 or more variables (e.g. y=a+bx+cz+dxz)

  • @shamailakhurshid8402
    @shamailakhurshid8402 4 роки тому

    Very good explanation...from where i can get code for r??

  • @nandovankempen3950
    @nandovankempen3950 4 роки тому

    Does the time series component of panel data have to be consistent over time in terms of time in between data points. Is it necessary for example that there is always 1 year between each observation or can it change throughout the data set, so that for example in between the first two data points there is a one year gap and then for the next two data points there is a 3 year gap?

  • @alexmugabo5677
    @alexmugabo5677 6 років тому +1

    Very well explained lecture, thank you so much.

  • @yousif_alyousifi
    @yousif_alyousifi 7 років тому +1

    Very good explanation
    I
    hope to explain spatial data in next lesson

  • @2001aunti
    @2001aunti 4 роки тому +1

    It helps me a lot. I have one question regarding the last part in your conclusion, it accounts for individual-specific heterogeneity. Could you please explain this as I do not understand why it becomes omitted variables? Appreciate your reply

    • @nehac4849
      @nehac4849 4 роки тому

      it clearly mentioned in his explanation since individual employees' salary may still differ if all other parameters are the same because some unobserved variables i.e. school in which employee went or IQ etc. now while you subtract the panel data equation with its average value and you reach to time demeaned equation then unobserved variables will be omitted.

  • @ravikiran2959
    @ravikiran2959 4 роки тому

    superb

  • @randaburaideh4905
    @randaburaideh4905 3 роки тому

    Thank you so much !

  • @parfaitnzeyimana99
    @parfaitnzeyimana99 Рік тому

    I liked the tutorial

  • @touqeersarwar5372
    @touqeersarwar5372 4 роки тому

    Thanks sir, really a good effort. Sir keep it up..!!

  • @nagavemprala2677
    @nagavemprala2677 4 роки тому

    Can I use panel regression when I have two subjects, but many timepoints? Basically I have 5 IVs, but 2 subjects and around 90 data points for these subjects observed over time

  • @solomonkutties8454
    @solomonkutties8454 3 роки тому

    Thank you so much sir

  • @paraskhurana1388
    @paraskhurana1388 7 років тому +6

    Nice video well explained everything. Can you please provide one big sample of panel data for practising on eviews. It would be very helpful....

  • @datadriventhinking5055
    @datadriventhinking5055 4 роки тому

    Great explanation, thanks)

  • @wbgfelix
    @wbgfelix 3 роки тому

    Thank you for the video. One question: You are comparing the tests by comparing the (adjusted) R2. As far as I know, the R2 of a fixed effect model can not be interpreted and compared, because it is by definition always better than in a random model or pooled OLS. So the comparison between the models, like you did here would not make sense. Do you agree?

  • @sylverkacou5730
    @sylverkacou5730 Рік тому

    Why do we want a higher R-squared? I did not quite get that.

  • @lemaianh5746
    @lemaianh5746 6 років тому +1

    This is really good video. Thnks much

  • @vasudhagupta5846
    @vasudhagupta5846 4 роки тому

    Sir, It is important to check unit root for dummy variables.
    Please suggest

  • @indumathinagarajan7159
    @indumathinagarajan7159 5 років тому

    Thank you very much. Clearly explained.

  • @shwethasunil4895
    @shwethasunil4895 5 років тому

    Extremely useful video. Could you please share the complete R code too? And the data sheet after transformation

    • @AnalyticsUniversity
      @AnalyticsUniversity  5 років тому

      Thanks! Please send us an email to analyticsuniversity@gmail.com

  • @deobugandwa1790
    @deobugandwa1790 4 роки тому

    Thank you for this clear presentation. What about Stata?

  • @anirudhat.928
    @anirudhat.928 6 років тому

    Amazing Video !

  • @vaibhavchaudhary7687
    @vaibhavchaudhary7687 3 роки тому

    wonderfull

  • @charmoneludolph5385
    @charmoneludolph5385 6 років тому

    Thank you so much for your video. It's very helpful.

  • @atiqurrahman8953
    @atiqurrahman8953 5 років тому

    I have viewed this video t.This gave me much benefit to me. If you have any problem on Hausman-taylor estimatoer in R please send me. Thank you.

  • @Hatallula
    @Hatallula 3 роки тому

    THANKKKK YOU

  • @eddymorales3391
    @eddymorales3391 7 років тому +1

    Great stuff man. It was explained very well

  • @meghap4792
    @meghap4792 6 років тому

    Thank you so much for explaining so well..

  • @Closed2024-w9s
    @Closed2024-w9s 4 роки тому

    Great job. Thank you.

  • @murumbainekwe1741
    @murumbainekwe1741 7 років тому

    Thanks for this great lecture. However, in determining between using Fixed effect and Random effect for model fit., is it during analyisis you apply both to see the one that best fit your data? Am asking this because before your data collection you may need to specify the type of model you are going to use( FE or RE). At that point you have not collected the data to know how the data are going to behave in relation to FE or RE.

  • @eljangoolak
    @eljangoolak 4 роки тому

    hi thank you, isn't cross sectional data for multiple years just time series?

  • @abdulbasetklish2156
    @abdulbasetklish2156 7 років тому +1

    Thank you so much. It was very helpful

  • @LossinDulhey
    @LossinDulhey 6 років тому

    Can someone tell me if it is necessary for the data to be stationary to do the panel data analysis?

  • @sidgupta179
    @sidgupta179 4 роки тому

    thank you

  • @mfigueira1303
    @mfigueira1303 4 роки тому

    Excellent and very helpful! Is there a video about dynamic panel GMM? Thanks.

  • @michelk8579
    @michelk8579 6 років тому

    Thanks, good video. Helps a lot.

  • @saniaafrin1082
    @saniaafrin1082 4 роки тому

    correlation with error term ,can you explain

  • @izzuddinabdullah19
    @izzuddinabdullah19 7 років тому

    hi all. im looking for explanation on how to decide which independant variable is strongly affect the dependent variable, maybe there is a test for this but i dont know what it name is. can someone suggest me any links to study or books to review for my case? it is so important cause im using Stata, favored model is fixed effect model. Thanks

  • @graf_geo
    @graf_geo 7 років тому +1

    nice explanation and example :)

  • @user-xt9js1jt6m
    @user-xt9js1jt6m 7 років тому +1

    Wonderful !!!!

  • @agroasesor1
    @agroasesor1 8 років тому

    It works perfectly with animal production. I do something similar using percentage. Thanks in advance!!! G R A C I A S mil desde COLOMBIA.

  • @francescapezze7695
    @francescapezze7695 7 років тому +2

    thanks for your great video! the website doesn't seem working!

  • @naveeddar5966
    @naveeddar5966 6 років тому

    Thanks sir alot.

  • @eleanorwright4365
    @eleanorwright4365 6 років тому

    Does anyone have any resources showing how to do this in SPSS?

    • @mexzarkashiev2435
      @mexzarkashiev2435 5 років тому

      Eleanor Wright SPSS can't handle Panel Data analysis. You should use STATA, R, SAS, Eviews or similar software.

  • @LaBebaGomez
    @LaBebaGomez 7 років тому

    hello good morning just in case you have a link to download stata 13 for free ?, thanks

  • @syamantaksen2068
    @syamantaksen2068 4 роки тому

    I understand the content is good, but so much of add losses my attention to the subject. After every 2 minutes, there is an ad for 5 seconds and continuous pop-up ads at the bottom.
    That's a bit annoying.
    but thanks for clearing the topic

  • @sethnanakwameappiah-kubi5035
    @sethnanakwameappiah-kubi5035 5 років тому

    Can someone share the stata download link free

  • @LoveOfFood
    @LoveOfFood 3 роки тому

    👍

  • @janjohansen6550
    @janjohansen6550 5 років тому

    Its not possible to watch this with all the adds!

  • @RizwanAli-ky1ji
    @RizwanAli-ky1ji 4 роки тому

    Hy

  • @totochandelier
    @totochandelier 5 років тому

    Too much ads! Is it a choice of the youtuber? Impossible to follow it

  • @sport2011ful
    @sport2011ful 5 років тому

    اكو عرب بالطيارة

  • @anoriginalnick
    @anoriginalnick 3 роки тому

    So many ads ...