deletions | additions       diff --git a/Methods Description.tex b/Methods Description.tex  index 877c38b..0302882 100644  --- a/Methods Description.tex  +++ b/Methods Description.tex 
...
$x_i$ observations $i = 1...N$  $z_j $z_j$  categorical vector $j = 1...N}$