Bayes’ Theorem states that:
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(C.1) |
Since we are only seeking to maximise the quantity on the left, and the denominator, termed the Bayesian evidence, is independent of u
u
P u
P u | x_i, f_i, σ_i
P f_i | u, x_i, σ_i
f_i
f()
n_d
L
P u | x_i, f_i, σ_i
k
u^0