Conditional Multivariate Normal (beyond the bivariate case) [duplicate]Conditional distributions of the...

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Conditional Multivariate Normal (beyond the bivariate case) [duplicate]


Conditional distributions of the multivariate normalConditional distributions of the multivariate normalBivariate normal distribution: showing that linear combinations of joint Gaussians are GaussianFinding conditional distribution in multinormal caseLimit of conditional distributionSum of two dependent normally distributed variablesScaling of probability for multivariate normal.Conditional distribution and correlation in multivariate normal distribution.Conditional expectation of multivariate normal distribution with inequality conditionExpectation of the product of three normal variablesvariance of conditional multivariate gaussian













1












$begingroup$



This question already has an answer here:




  • Conditional distributions of the multivariate normal

    1 answer




so I need to obtain the conditional distribution of a multivariate normal. However, I can only find it for the bivariate case:



$$(x_1|x_2=a) sim N(bar{mu}, bar{Sigma})$$
$$bar{mu}= mu_1 + Sigma_{12}Sigma_{22}^{-1}(a-mu_2)$$
$$bar{Sigma}= Sigma_{11}-Sigma_{12}Sigma_{22}^{-1}Sigma_{21}$$



Here is the example given in more depth.



However, how would these formulas look like if I would have 3 or 4 variables instead of 2?



Edit:
I would like the conditional for $(x_1| x_2=a,x_3=b)$ given I have mulitvariate distribution with 3 variables.










share|cite|improve this question











$endgroup$



marked as duplicate by leonbloy, Lee David Chung Lin, Eevee Trainer, Shailesh, Alex Provost Mar 13 at 3:06


This question has been asked before and already has an answer. If those answers do not fully address your question, please ask a new question.























    1












    $begingroup$



    This question already has an answer here:




    • Conditional distributions of the multivariate normal

      1 answer




    so I need to obtain the conditional distribution of a multivariate normal. However, I can only find it for the bivariate case:



    $$(x_1|x_2=a) sim N(bar{mu}, bar{Sigma})$$
    $$bar{mu}= mu_1 + Sigma_{12}Sigma_{22}^{-1}(a-mu_2)$$
    $$bar{Sigma}= Sigma_{11}-Sigma_{12}Sigma_{22}^{-1}Sigma_{21}$$



    Here is the example given in more depth.



    However, how would these formulas look like if I would have 3 or 4 variables instead of 2?



    Edit:
    I would like the conditional for $(x_1| x_2=a,x_3=b)$ given I have mulitvariate distribution with 3 variables.










    share|cite|improve this question











    $endgroup$



    marked as duplicate by leonbloy, Lee David Chung Lin, Eevee Trainer, Shailesh, Alex Provost Mar 13 at 3:06


    This question has been asked before and already has an answer. If those answers do not fully address your question, please ask a new question.





















      1












      1








      1


      0



      $begingroup$



      This question already has an answer here:




      • Conditional distributions of the multivariate normal

        1 answer




      so I need to obtain the conditional distribution of a multivariate normal. However, I can only find it for the bivariate case:



      $$(x_1|x_2=a) sim N(bar{mu}, bar{Sigma})$$
      $$bar{mu}= mu_1 + Sigma_{12}Sigma_{22}^{-1}(a-mu_2)$$
      $$bar{Sigma}= Sigma_{11}-Sigma_{12}Sigma_{22}^{-1}Sigma_{21}$$



      Here is the example given in more depth.



      However, how would these formulas look like if I would have 3 or 4 variables instead of 2?



      Edit:
      I would like the conditional for $(x_1| x_2=a,x_3=b)$ given I have mulitvariate distribution with 3 variables.










      share|cite|improve this question











      $endgroup$





      This question already has an answer here:




      • Conditional distributions of the multivariate normal

        1 answer




      so I need to obtain the conditional distribution of a multivariate normal. However, I can only find it for the bivariate case:



      $$(x_1|x_2=a) sim N(bar{mu}, bar{Sigma})$$
      $$bar{mu}= mu_1 + Sigma_{12}Sigma_{22}^{-1}(a-mu_2)$$
      $$bar{Sigma}= Sigma_{11}-Sigma_{12}Sigma_{22}^{-1}Sigma_{21}$$



      Here is the example given in more depth.



      However, how would these formulas look like if I would have 3 or 4 variables instead of 2?



      Edit:
      I would like the conditional for $(x_1| x_2=a,x_3=b)$ given I have mulitvariate distribution with 3 variables.





      This question already has an answer here:




      • Conditional distributions of the multivariate normal

        1 answer








      probability normal-distribution






      share|cite|improve this question















      share|cite|improve this question













      share|cite|improve this question




      share|cite|improve this question








      edited Mar 12 at 15:46







      Tim

















      asked Mar 12 at 15:34









      TimTim

      113




      113




      marked as duplicate by leonbloy, Lee David Chung Lin, Eevee Trainer, Shailesh, Alex Provost Mar 13 at 3:06


      This question has been asked before and already has an answer. If those answers do not fully address your question, please ask a new question.









      marked as duplicate by leonbloy, Lee David Chung Lin, Eevee Trainer, Shailesh, Alex Provost Mar 13 at 3:06


      This question has been asked before and already has an answer. If those answers do not fully address your question, please ask a new question.
























          1 Answer
          1






          active

          oldest

          votes


















          0












          $begingroup$

          so the question was already answered and I just had issues with my Linear Algebra.



          Here is the link:



          https://stats.stackexchange.com/questions/239317/find-conditional-expectation-from-a-3-dimensional-random-vector?rq=1






          share|cite|improve this answer









          $endgroup$




















            1 Answer
            1






            active

            oldest

            votes








            1 Answer
            1






            active

            oldest

            votes









            active

            oldest

            votes






            active

            oldest

            votes









            0












            $begingroup$

            so the question was already answered and I just had issues with my Linear Algebra.



            Here is the link:



            https://stats.stackexchange.com/questions/239317/find-conditional-expectation-from-a-3-dimensional-random-vector?rq=1






            share|cite|improve this answer









            $endgroup$


















              0












              $begingroup$

              so the question was already answered and I just had issues with my Linear Algebra.



              Here is the link:



              https://stats.stackexchange.com/questions/239317/find-conditional-expectation-from-a-3-dimensional-random-vector?rq=1






              share|cite|improve this answer









              $endgroup$
















                0












                0








                0





                $begingroup$

                so the question was already answered and I just had issues with my Linear Algebra.



                Here is the link:



                https://stats.stackexchange.com/questions/239317/find-conditional-expectation-from-a-3-dimensional-random-vector?rq=1






                share|cite|improve this answer









                $endgroup$



                so the question was already answered and I just had issues with my Linear Algebra.



                Here is the link:



                https://stats.stackexchange.com/questions/239317/find-conditional-expectation-from-a-3-dimensional-random-vector?rq=1







                share|cite|improve this answer












                share|cite|improve this answer



                share|cite|improve this answer










                answered Mar 12 at 15:51









                TimTim

                113




                113















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