A geometrical interpretation
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The expression appearing in Theorem 2.1 may look unpalatable, but is in fact simply the norm of a suitable orthonormal projection, as we show here. The reader may skip this chapter. While it does different insights on what we are doing, it will not be invoked before chapter 19, with two short detours at sections 9.4 and 11.4.