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Householder matrices are square matrices of the form

$$P = I - \beta v v^T$$

where $\beta$ is a scalar and $v$ is a vector. It has the useful property that for suitable chosen $v$ and $\beta$ it makes the product $P x$ to zero out all of the coordinates but …