Under the Gaussian assumption vs under the Gaussian assumptions

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under the Gaussian assumptions

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  • efficient and conditionally valid only under the Gaussian assumptions. 2. Bayesian ridge regression. Much of the notation introduced in this section will be used ...
  • As a consequence of the results derived so far, under the Gaussian assumptions, the following properties hold. 1) With Gaussian assumption on messages from ...
  • The asymptotic distribution—under the Gaussian assumptions just described—of the maxi
  • Under the Gaussian assumptions, the density (5.17) turns out to be Gaussian, and hence uniquely characterized by its mean and covariance matrix. The condi
  • mum likelihood estimates (the solutions ˆ? and ˆ?1,...,ˆ?k of (2.1)) ...
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  • max optimal in the sense of ...
  • Nov 21, 2012 ... Therefore, any optimization based on the CRLB under the Gaussian assumption can be considered to be min
  • Apr 21, 2011 ... Consequently, the Gaussian CRB (i.e., the CRB that holds under the Gaussian assumption) is the worst
  • case one (over the distribution class), ...
  • volume that contains a given probability mass under the Gaussian assumption. When in (4.2) rather than having an inequality there is an equality, (4.2), i.e.,.
  • Parameter estimation point of viewv. Preliminary definitions and notations. Estimation under the Gaussian assumption. Estimation under the linearity assumption ...

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