Data Envelopment Analysis in R (VRS, CRS & Bootstrapping)

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  • Опубликовано: 27 окт 2024

Комментарии • 47

  • @kmahim82
    @kmahim82 4 года назад +13

    Sir can you please make one more video, interpreting the output from R

    • @drkoaofficial
      @drkoaofficial 2 года назад +2

      Watch interprepations and more here
      ruclips.net/video/W4q0NUax6Lc/видео.html

  • @julioparra33
    @julioparra33 3 года назад +3

    Hi dude, nice explication, but this video left me with a question, why to check the normal distribution if this method to analyze efficiency is a non parametric method?

  • @katmor1229
    @katmor1229 2 года назад

    it goes incredible fast!

  • @meemee329
    @meemee329 2 года назад +2

    cant thank you enough

  • @aishnasharma3829
    @aishnasharma3829 8 месяцев назад

    Thanks for the video. Why are my bias corrected scores worse than without bootstrap scores?

  • @aldohemanth4791
    @aldohemanth4791 4 года назад +1

    Really helpful sir....... Thank you.

  • @seeratsajjad3224
    @seeratsajjad3224 2 месяца назад

    Sir not able to run the dea.boot.Function not available.Kindly help

  • @narimane531
    @narimane531 4 года назад +1

    Thank you lot for this video. Can you tell me please how create y matrix with two or more outputs and with one year omitted for one dmu (unbalanced panel) thank you again

  • @MatinsVlog
    @MatinsVlog 3 года назад

    I have followed the same steps. but it does not work. it says 'Error: unexpected '=' in "bcc

  • @averageprofessor
    @averageprofessor 4 года назад +2

    Make a video on double bootstrap method with truncated regression model by simar and Wilson 2007

  • @amakaibeh2119
    @amakaibeh2119 Год назад

    Please how do i solve this problem "There are data with very different orders of magnitude. Try to redefine
    the units of measure or some linear problems may be ill-posed"

  • @dashamoroz8524
    @dashamoroz8524 4 года назад +1

    First, thank you a lot for this video! It is very absorbing! I have a question what does slack means here?

    • @RESEARCHHUB
      @RESEARCHHUB  4 года назад +3

      Slacks represent only the leftover portions of inefficiencies. After proportional reductions in inputs or increases in outputs, if a DMU cannot reach the efficiency frontier (to its efficient target), slacks are needed to push the DMU to the frontier (target).

  • @Emma-mn4hm
    @Emma-mn4hm Год назад

    Hi! very informative and helpful! i am wondering how to do the bootstrapped using FDH method, it seems like the benchmarking package not include FDH in dea.boot. Any comments will be helpful, thx in advance.

  • @joaoaugustofreire6701
    @joaoaugustofreire6701 3 года назад

    Hello! So, I used the following code:
    IES

    • @drkoaofficial
      @drkoaofficial 2 года назад

      For interpretations, theories and applications, watch here
      ruclips.net/video/W4q0NUax6Lc/видео.html
      ruclips.net/video/bfqQim05X_A/видео.html
      And more on that RUclips Channel

  • @prateek_agrawal70
    @prateek_agrawal70 2 года назад +1

    Sir, please help me by answering this...which method will be best for analyzing bank performance ???

    • @RESEARCHHUB
      @RESEARCHHUB  2 года назад +1

      DEA is widely used, see some latest journal articles.

    • @prateek_agrawal70
      @prateek_agrawal70 2 года назад +1

      @@RESEARCHHUB thank you sir, your follower from indian indian institute of technology Kharagpur

  • @NyedjaNBOS
    @NyedjaNBOS 2 года назад

    Hello, I need to function(x) 1/as.numeric(x) so my results are "ok", do you have some suggestion to R return the right values and I don't need to function(x) 1/as.numeric(x)) ? Thank you so much

  • @devanshmehrotra4587
    @devanshmehrotra4587 3 года назад

    I am getting all efficiencies as 1 and dont know what to do
    I have checked using an Excel based plug-in of DEA which gives genuine efficiencies.
    Please help urgent, any help will be appreciated.
    Thanks in advance !!!

  • @luisdavid1212
    @luisdavid1212 3 года назад

    hi, will you have a discount coupon? I am interested in learning more about it. Thanks

  • @evananusratdooty4095
    @evananusratdooty4095 Год назад

    I have three outputs. Can you pls provide the code for "y"?

  • @joaoviegas8547
    @joaoviegas8547 3 года назад +1

    I have a sample with a few months of data and would like to estimate the efficiency scores for each month (Stock picking for portfolio). Do you know any command to do that instead of breaking data by month and do it over and over?
    Asking this for research purposes. Thank you in advance!

    • @leonidaskyrgiakos6881
      @leonidaskyrgiakos6881 3 года назад +1

      If you are still in need of this just make DEA as a function and then make a for separating each month and then a combined table!

    • @joaoviegas8547
      @joaoviegas8547 3 года назад +1

      @@leonidaskyrgiakos6881 thank you. I am still learning how to use R

  • @devanshmehrotra4587
    @devanshmehrotra4587 3 года назад

    sir version not compatible, i am not able to copy codes
    Can you help ?
    Thanks in advance !

  • @yunsunpark5375
    @yunsunpark5375 2 года назад

    Hello sir, I tried bootstrapping DEA with CRS restriction. However, it keeps saying that "Error in set.row(lps, h, c(0, -XREFp, h])) : Model has not been optimized". Can you explain what causes this problem? I could do with VRS, though. Thank you in advance!

    • @RESEARCHHUB
      @RESEARCHHUB  2 года назад

      Hi, send an email to with a screenshot of you code and error.
      Ziaul.

  • @bijoydey479
    @bijoydey479 3 года назад

    Sir, could you please make a video on SFA on R..

  • @DeepikaDhawandbu
    @DeepikaDhawandbu 2 года назад

    Sir, can we also do meta-frontier analysis through benchmarking package

  • @mochammadjulian4439
    @mochammadjulian4439 4 года назад +1

    thankyou so helpful

    • @RESEARCHHUB
      @RESEARCHHUB  4 года назад

      Glad it helped! Please share with your friends and colleagues.

    • @DrRajneeshMahajan
      @DrRajneeshMahajan 4 года назад

      @@RESEARCHHUB pls share the dataset

    • @RESEARCHHUB
      @RESEARCHHUB  4 года назад

      @@DrRajneeshMahajan You can download the data and codes from researchhub.org/data-codes/

  • @fhnishida
    @fhnishida 3 года назад

    Hello, where can I find the database (.xlsx or .csv), I couldn't find it in your website, even in the DEA-code.zip. Thanks in advance!

    • @RESEARCHHUB
      @RESEARCHHUB  3 года назад

      HI, please see researchhub.org/store/dea-r-script/

  • @mamtasahare7576
    @mamtasahare7576 4 года назад +1

    Sir can you explain how to calculate TFP using DEA method for unbalanced panel data

    • @sayedesmatsajjadi4799
      @sayedesmatsajjadi4799 3 года назад

      I have the same problem, have you found any solution?

    • @drkoaofficial
      @drkoaofficial 2 года назад

      For interpretations, theories and applications, watch here
      ruclips.net/video/W4q0NUax6Lc/видео.html
      ruclips.net/video/bfqQim05X_A/видео.html
      And more on that RUclips Channel

  • @bijoydey9117
    @bijoydey9117 2 года назад

    Sir , can share the code of truncated regression

  • @dr.b.vittal8563
    @dr.b.vittal8563 3 года назад +1

    Sir can you please create r code for M input and N output variables

    • @RESEARCHHUB
      @RESEARCHHUB  3 года назад

      Pls see researchhub.org/store/dea-r-script/

  • @fiimills4655
    @fiimills4655 4 года назад

    BCC and CCR are old models. They have lots of disadvantages.

    • @RESEARCHHUB
      @RESEARCHHUB  4 года назад +2

      Please make a video on newer models and send us the video at admin@researchhub.org; we will publish your video in our channel giving credit to you.