The following is a part of a theorem of Takesaki's Operator theory:
Let $T$ be an positive operator. Suppose $T = \int_0^{\|T\|} \lambda \, de(\lambda)$ is the spectral measure of $T$. Also put $e_\varepsilon = \int_\varepsilon^{\|T\|} d e(\lambda)$. The arthur claims $$(T \xi,\xi) = \int_\varepsilon^{\infty} \lambda \, d\|e(\lambda)\xi\|^2 \geq \varepsilon \|\xi\|^2$$ for every $\xi\in e_\varepsilon H$, while I can not understand how the above equality holds and also why he calculates the integral until $\infty$ . Please help me. Thanks so much.
If $S$ is a Borel set, then $$ e(S)=e(S)^{2}=e(S)^{\star}. $$ Therefore, $(e(S)x,x)=\|e(S)x\|^{2}$ for all $x$ because $$ \|e(S)x\|^{2} = (e(S)x,e(S)x)=(e(S)^{\star}e(S)x,x)=(e(S)^{2}x,x)=(e(S)x,x). $$ You can approximate your integral $\int \lambda de(\lambda)$ with $\sum_{j}\lambda_{j}e(S_{j})$ and that leads to $$ \left(\int \lambda de(\lambda)\xi,\xi\right) \approx \sum_{j}\lambda_{j}\;(e(S_{j})x,x)=\sum_{j}\lambda_{j} \|e(S_{j})x\|^{2} \approx\int\lambda d\|e(\lambda)x\|^{2}. $$ Taking limits gives $$ \left(\int \lambda de(\lambda)\xi,\xi\right) = \int\lambda d\|e(\lambda)x\|^{2} $$ Because $\lambda \ge \epsilon$ on $[\epsilon,\|T\|]$, $$ \begin{align} \left(\int_{\epsilon}^{\|T\|}\lambda de(\lambda)\xi,\xi\right) & = \int_{\epsilon}^{\|T\|}\lambda d\|e(\lambda)\xi\|^{2} \\ & \ge \epsilon\int_{\epsilon}^{\|T\|}d\|e(\lambda)\xi\|^{2} = \epsilon\|e_{\epsilon}\xi\|^{2}. \end{align} $$ Therefore, if $e_{\epsilon}\xi = \xi$ (equivalently, $\xi \in e_{\epsilon}H$) $$ (T\xi,\xi) \ge \epsilon\|\xi\|^{2},\;\;\; \xi\in e_{\epsilon}H. $$