Let the data be x1, xn. Suppose that each data-point xi is normally distributed, with unl mean 0 and standard deviation assumed to be equal to 1. As a prior distribution for 0, we as normal distribution with mean 5 and standard deviation 10 (a) What is the posterior distribution for 0?

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x : 3.72 2.929 2.326 3.227 3.461 2.106 2.807 1.262 3.117 3.203 1.373 2.933 3.266 3.139 4.789 2.635 2.835 2.496 3.533 3.487 3.9 3.717 2.752 3.439 3.502 1.858 4.514 2.78 3.545 4.531 2.358 2.972 3.183 3.642 2.692

Let the data be x1, .. , xn., Suppose that each data-point xi is normally distributed, with unknown
mean 0 and standard deviation assumed to be equal to 1. As a prior distribution for 0, we assign a
normal distribution with mean 5 and standard deviation 10
(a) What is the posterior distribution for 0?
(b) What is the posterior mean for 0?
(c) What is the posterior median for 0?
(d) What is a 95% equal tail credible interval for 0?
Transcribed Image Text:Let the data be x1, .. , xn., Suppose that each data-point xi is normally distributed, with unknown mean 0 and standard deviation assumed to be equal to 1. As a prior distribution for 0, we assign a normal distribution with mean 5 and standard deviation 10 (a) What is the posterior distribution for 0? (b) What is the posterior mean for 0? (c) What is the posterior median for 0? (d) What is a 95% equal tail credible interval for 0?
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