Z-transformation: Z s = ∑ i = 1 k Z n k {\displaystyle Z_{s}={\frac {\sum _{i=1}^{k}Z_{n}}{\sqrt {k}}}}
Weighted Z-method: Z W = ∑ i = 1 k w i Z i ∑ i = 1 k w i 2 {\displaystyle Z_{W}={\frac {\sum _{i=1}^{k}w_{i}Z_{i}}{\sqrt {\sum _{i=1}^{k}w_{i}^{2}}}}}
where w = 1 ( S E x ¯ ) 2 {\displaystyle w={\frac {1}{(SE_{\overline {x}})^{2}}}}
for S E x ¯ = s n {\displaystyle SE_{\overline {x}}={\frac {s}{\sqrt {n}}}}
where s = 1 N − 1 ∑ i = 1 N ( x i − x ¯ ) 2 {\displaystyle s={\sqrt {{\frac {1}{N-1}}\sum _{i=1}^{N}(x_{i}-{\overline {x}})^{2}}}}
therefore w = n s 2 {\displaystyle w={\frac {n}{s^{2}}}}
where s 2 = 1 N − 1 ∑ i = 1 N ( x i − x ¯ ) 2 {\displaystyle s^{2}={\frac {1}{N-1}}\sum _{i=1}^{N}(x_{i}-{\overline {x}})^{2}}
If s {\displaystyle s} of all trials is similar, then S E x ¯ ∝ 1 n {\displaystyle SE_{\overline {x}}\varpropto {\frac {1}{\sqrt {n}}}}
and w ∝ n {\displaystyle w\varpropto n}
n s 2 {\displaystyle {\frac {n}{s^{2}}}}