$ sudo apt-get update
$ sudo apt-get install pcsxr 

pcsxr is installed in your system.

Make ensure the pcsxr package were installed using the commands given below,

$ sudo dpkg-query -l | grep pcsxr *

You will get with pcsxr package name, version, architecture and description in a table

pcsxr package basic information: