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Aug 1, 2023 at 21:27 history edited Ben CC BY-SA 4.0
added 28 characters in body
Nov 24, 2021 at 20:24 comment added Ben @CharlesChou: No, the moments $\boldsymbol{\mu}_*$ and $\boldsymbol{\Sigma}_*$ will not generally hold outside the normal distribution. (Also, note that the above is a conditional distribution, not a marginal distribution.)
Nov 24, 2021 at 16:48 comment added Charles Chou Hi Ben. I am sorry for another question. Will the above marginal distribution hold if we don't assume normal distribution for $y_1$ and $y_2$. Then what's the conditional distribution for $y_1$ conditional $y_2$ without normal distribution? Or, is it possible to calculate the expectation and variance of $y_1$ conditional $y_2$ without normal distribution following your setup without normality assumption. Deeply appreciate for your help! Thanks
Nov 23, 2021 at 19:10 history edited Ben CC BY-SA 4.0
Corrected spelling of Mahalanobis
S Nov 23, 2021 at 16:29 history suggested Vidas CC BY-SA 4.0
Changed several Sigma_12 Sigma^* into Sigma_21 Sigma^*
Nov 23, 2021 at 12:39 review Suggested edits
S Nov 23, 2021 at 16:29
Jul 19, 2021 at 21:51 history edited Ben CC BY-SA 4.0
Edited to remove notational inconsistency
Nov 16, 2020 at 21:46 history edited Ben CC BY-SA 4.0
added 33 characters in body
Nov 16, 2020 at 21:31 history edited Ben CC BY-SA 4.0
Edit to correct error in decomposition
Feb 16, 2019 at 11:09 history edited Ben CC BY-SA 4.0
added 52 characters in body
Feb 15, 2019 at 12:01 history answered Ben CC BY-SA 4.0