A power-bounded operator T satisfying $\sup _n n\lVert T^n-T^{n+1}\rVert <\infty $
is a Ritt operator. For such operators, we study the generalized square function $Q_{\alpha ,s,r}^Tf=(\sum _n n^{\alpha } |T^n(I-T)^rf|^s)^{1/s}$
. It is known that when T is a positive contraction and a Ritt operator on $L^p$
, $1<p<\infty $
, then for any integer $r\ge 1$
, the square function $Q_{2r-1,2,r}^Tf$
defines a bounded operator [17] on $L^p$
. In this work, we extend the theory to the endpoint case $p=1$
. We show that if T is a Ritt operator on $L^1$
, then the generalized square function $Q_{\alpha ,s,r}^Tf $
is bounded on $L^1$
whenever $\alpha +1<sr$
. In the particular setting where T is a convolution operator of the form $T_{\mu }=\sum _k \mu (k) U^kf$
, with $\mu $
a probability measure on $\mathbb Z$
and U the composition operator induced by an invertible measure-preserving transformation, we provide sufficient conditions on $\mu $
under which $Q_{2r-1,2,r}^{T_{\mu }}f$
is of weak type $(1,1)$
, for $r>0$
. We also establish bounds for variational and oscillation norms, $\lVert n^{\beta } T^n(1-T)^r\rVert _{v(s)}$
and $\lVert n^{\beta } T^n(1-T)^r\rVert _{o(s)}$
, for Ritt operators, highlighting endpoint behavior.