Suppose Y = X + $, where X is a fixed n p matrix, is

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Suppose Y = Xβ + $, where X is a fixed n × p matrix, β is a p × 1 parameter vector, the $i are IID with mean 0 and variance σ2. Is β

identifiable if the rank of X is p? if the rank of X is p − 1?

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