for my master thesis I do a research with CBC - Latent Class. In my first step I chose a 4-segment-solution. As I looked through the tables I noticed, that some probands where not clearly defined in one cluster, e.g:
Prob_Membership 1/4 Prob_Membership 2/4 Prob_Membership 3/4 Prob_Membership4/4
0,00001 0,42120 0,44858 0,13021
0,00012 0,48381 0,01536 0,50071
0,00665 0,51897 0,00120 0,47317
0,50288 0,49712 0,00000 0,00000
How do I have to handle those? Simply delete? Just keep them? With a deletion I will get better results.
If I will delete them which one should I delete (percentage difference less than 5% or 10%)?
Thanks for your support!