Propensity Score Matching using STATA: Simple explanation and step by step estimation

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  • Опубликовано: 9 сен 2024
  • This video shows how to use the STATA software to estimate The Propensity Score mMatching. It covers the concept in a very simple explanation.

Комментарии • 40

  • @Passport_512
    @Passport_512 Год назад +2

    Excellent! this is the most simplest explanation PSM i have ever seen. Thank you sir

  • @flavianepomuceno7465
    @flavianepomuceno7465 Год назад +3

    This was great, Hamayooon. Thank you!

  • @arbitachakraborty1637
    @arbitachakraborty1637 7 месяцев назад +1

    Very helpful video. thanks a lot

  • @user-wy5rh8pm2q
    @user-wy5rh8pm2q 10 месяцев назад +1

    very helpful!! thank you so much

  • @BaharAli-uc5xd
    @BaharAli-uc5xd Год назад +1

    Informative sir

  • @joshydayan
    @joshydayan 9 месяцев назад +1

    Hello, I am confused about the unbalance in the blocks, I am having this warnings on my code

  • @radialis24
    @radialis24 Год назад +2

    Thanks for this excellent video! I am trying to find a way to present my PSM scores in an article, but I can't find a good example how to do this. Any idea how to present findings in a table? Thanks again!

  • @user-kl8di8cd5x
    @user-kl8di8cd5x 9 месяцев назад

    Great job

  • @kauthrahntabadde-sz2bo
    @kauthrahntabadde-sz2bo 7 месяцев назад

    Very educational video! How do I evaluate the quality of the match and is there a way I can extract the matched observations/pairs?

  • @Economics_Masum
    @Economics_Masum Год назад +1

    Excellent could you make a video without using those codes. Just by using the GUI

  • @CHOMEHERE
    @CHOMEHERE Год назад +1

    Excellent! I read papers on PSM, and they have a curve to show the "common area" between treatment and control. Do you mind sharing how to get that? How to evaluate the balance.

  • @razahussain6368
    @razahussain6368 Год назад

    Good job

  • @3alanii
    @3alanii 7 месяцев назад

    thanks but for some reason i get "command pscore is unrecognized". how do i get round this? i already have psmatch2 installed

  • @mbororodancebaralla8304
    @mbororodancebaralla8304 Год назад

    Please how do we present the ATT, ATE results in word? how do we construct or outreg the tables?

  • @Dhanya690
    @Dhanya690 2 месяца назад

    Thanks, would like to ask you, the pscore and psmatch2 are they two separate matching method? or should we do both for impact analysis?

    • @hamayoonshah1990
      @hamayoonshah1990  2 месяца назад

      @@Dhanya690 both are the same

    • @Dhanya690
      @Dhanya690 2 месяца назад

      @@hamayoonshah1990 thank u sir, so do we need to use both? or any one of them?

    • @Dhanya690
      @Dhanya690 2 месяца назад

      @@hamayoonshah1990 i used Pscore command, can we do balancing test if we opt pscore rather psmatch 2 command?

  • @mohammedhassen2558
    @mohammedhassen2558 5 месяцев назад +1

    could you share the data for exercise

  • @haiderabdo9105
    @haiderabdo9105 7 месяцев назад

    Actually, very nice lecture I take more awareness about PSM but your video quality is less so other time please improve it

  • @user-xt5bi8qj4p
    @user-xt5bi8qj4p Год назад +1

    Comment

  • @qiyee4557
    @qiyee4557 Год назад

    In nnm results, is 380 treated grps matched with 437 control grps? May I know how many total matched pairs is? 380 or? I'm really confused, thank you in advance for your answers.

    • @hamayoonshah1990
      @hamayoonshah1990  Год назад +1

      I means 380 from treatment are matches with all the control. One treatment may be matched with multiple control at a time

    • @qiyee4557
      @qiyee4557 Год назад

      @@hamayoonshah1990 Thank you so much for your reply. I understand now!

  • @AmjadAlsolmi
    @AmjadAlsolmi 11 месяцев назад

    I got n. treat. 46536 and n. contr. 1711 , but still confused about how many the matched data? And how to drop the matched data and just keep the matched data cause I want to do logistics reg to analysis. Also is there a way to evaluate the match graphically and is there a way to present my PSM scores in an article.

    • @hamayoonshah1990
      @hamayoonshah1990  11 месяцев назад

      do not drop the unmatched and just follow the steps, it will get to the ATET. As far as reporting the Pscores is concerned, so let me make it clear that we don't report them because our concern is only to reach to the ATET

    • @AmjadAlsolmi
      @AmjadAlsolmi 11 месяцев назад

      Thank you for your reply. How about descriptive statistics for the matched sample?@@hamayoonshah1990

    • @bushrazaman4944
      @bushrazaman4944 4 месяца назад

      @@hamayoonshah1990 why stata says command pscore is unrecognized??can you help

    • @saadiivlogs2616
      @saadiivlogs2616 3 месяца назад

      @@bushrazaman4944 install the package. go to help pscore and install pscore package sr00-2

  • @pakistaneco-finfacts1172
    @pakistaneco-finfacts1172 Год назад

    Hello Sir, i followd all your steps one by one, in the end it give an error r(2000) no observatios.Please help solve this problem.

    • @hamayoonshah1990
      @hamayoonshah1990  Год назад

      How many observations do you have? May b very few observations with no matches

    • @pakistaneco-finfacts1172
      @pakistaneco-finfacts1172 Год назад

      @@hamayoonshah1990 i got the solution, my problem was that for the traning varibale i used alphabets 'Yes'/'No', i changed that to '0'/'1' it worked. Thanks for the analysis though.

  • @enkhshurnarmandakh9596
    @enkhshurnarmandakh9596 8 месяцев назад

    thank u so much , could you please share this data ?

  • @shilpamathew9182
    @shilpamathew9182 Год назад

    Sir can you please share the data set

  • @pachakhan3588
    @pachakhan3588 9 месяцев назад

    I need your help can we connect over WhatsApp?