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

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  • Опубліковано 26 жов 2024

КОМЕНТАРІ • 47

  • @kmahim82
    @kmahim82 4 роки тому +13

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

    • @drkoaofficial
      @drkoaofficial 2 роки тому +2

      Watch interprepations and more here
      ua-cam.com/video/W4q0NUax6Lc/v-deo.html

  • @katmor1229
    @katmor1229 2 роки тому

    it goes incredible fast!

  • @meemee329
    @meemee329 2 роки тому +2

    cant thank you enough

  • @julioparra33
    @julioparra33 3 роки тому +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?

  • @aldohemanth4791
    @aldohemanth4791 4 роки тому +1

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

  • @aishnasharma3829
    @aishnasharma3829 8 місяців тому

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

  • @averageprofessor
    @averageprofessor 4 роки тому +2

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

  • @narimane531
    @narimane531 4 роки тому +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

  • @dashamoroz8524
    @dashamoroz8524 4 роки тому +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 роки тому +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 Рік тому

    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.

  • @joaoviegas8547
    @joaoviegas8547 3 роки тому +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 роки тому +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 роки тому +1

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

  • @prateek_agrawal70
    @prateek_agrawal70 2 роки тому +1

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

    • @RESEARCHHUB
      @RESEARCHHUB  2 роки тому +1

      DEA is widely used, see some latest journal articles.

    • @prateek_agrawal70
      @prateek_agrawal70 2 роки тому +1

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

  • @MatinsVlog
    @MatinsVlog 3 роки тому

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

  • @amakaibeh2119
    @amakaibeh2119 Рік тому

    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"

  • @NyedjaNBOS
    @NyedjaNBOS 2 роки тому

    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

  • @luisdavid1212
    @luisdavid1212 3 роки тому

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

  • @mochammadjulian4439
    @mochammadjulian4439 4 роки тому +1

    thankyou so helpful

    • @RESEARCHHUB
      @RESEARCHHUB  4 роки тому

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

    • @DrRajneeshMahajan
      @DrRajneeshMahajan 4 роки тому

      @@RESEARCHHUB pls share the dataset

    • @RESEARCHHUB
      @RESEARCHHUB  4 роки тому

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

  • @seeratsajjad3224
    @seeratsajjad3224 2 місяці тому

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

  • @evananusratdooty4095
    @evananusratdooty4095 Рік тому

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

  • @joaoaugustofreire6701
    @joaoaugustofreire6701 3 роки тому

    Hello! So, I used the following code:
    IES

    • @drkoaofficial
      @drkoaofficial 2 роки тому

      For interpretations, theories and applications, watch here
      ua-cam.com/video/W4q0NUax6Lc/v-deo.html
      ua-cam.com/video/bfqQim05X_A/v-deo.html
      And more on that UA-cam Channel

  • @devanshmehrotra4587
    @devanshmehrotra4587 3 роки тому

    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 !!!

  • @fhnishida
    @fhnishida 3 роки тому

    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 роки тому

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

  • @mamtasahare7576
    @mamtasahare7576 4 роки тому +1

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

    • @sayedesmatsajjadi4799
      @sayedesmatsajjadi4799 3 роки тому

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

    • @drkoaofficial
      @drkoaofficial 2 роки тому

      For interpretations, theories and applications, watch here
      ua-cam.com/video/W4q0NUax6Lc/v-deo.html
      ua-cam.com/video/bfqQim05X_A/v-deo.html
      And more on that UA-cam Channel

  • @DeepikaDhawandbu
    @DeepikaDhawandbu 2 роки тому

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

  • @yunsunpark5375
    @yunsunpark5375 2 роки тому

    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 роки тому

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

  • @devanshmehrotra4587
    @devanshmehrotra4587 3 роки тому

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

  • @bijoydey479
    @bijoydey479 3 роки тому

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

  • @dr.b.vittal8563
    @dr.b.vittal8563 3 роки тому +1

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

    • @RESEARCHHUB
      @RESEARCHHUB  3 роки тому

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

  • @bijoydey9117
    @bijoydey9117 2 роки тому

    Sir , can share the code of truncated regression

  • @fiimills4655
    @fiimills4655 4 роки тому

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

    • @RESEARCHHUB
      @RESEARCHHUB  4 роки тому +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.