Multiblock Discriminant Analysis for Integrative Genomic Study

Algorithm 1

Discriminant multiblock analysis.

(1) For all block, normalize loading vectors

(2)

(3) repeat

(4)  for     to     do

(5)   for     to     do

(6)    if block is binary class data then

(7)     estimate and by (18) and (19)

(8)     update

(9)    end if

(10)   if     then

(11)     

(12)   else if     then

(13)    

(14)   end if

(15)   Compute by UST

(16)   Normalize

(17)   

(18)  end for

(19) end for

(20) until   converges