Consider the following
\documentclass{article}
\usepackage{amsthm}
\usepackage{amsmath}
\usepackage{amssymb}
\newtheorem{lem}{Lemma}
\begin{document}
\begin{lem}
\begin{align}%
\begin{split}%
&\mathbb{P}_u(\tau^0=s, -R_{\tau^0}=z) = \sum\limits_{k=0}^{u+s-z} \mathbb{P}( \tau^0>s-1, S_{s-1}=k)p_{u+s+z-k} \\
& = \sum\limits_{k=0}^{u+s-z} p^{*(s-1)}_k p_{u+s+z-k}- \sum\limits_{k=u+1}^{u+s-z} \sum\limits_{j=u+1}^{k} \frac{s-1+u-k}{s-1+u-j}p^{*(s-1+u-j)}_{k-j} p^{*(j-u)}_j p_{u+s+z-k}
\end{split}\nonumber
\end{align}
\end{lem}
\end{document}




alignenvironment requires an ampersand at each line; to specify the alignment point? – Bernard Apr 03 '20 at 17:25=,\leq,>, &c. – Bernard Apr 03 '20 at 17:33geometry. – Bernard Apr 03 '20 at 18:03