Option 1
apt-get install -y (yourpackage) --print-uris > dependencies
sed -i 's/ .*//' "dependencies"
wget -i dependencies
Option 2
sudo apt-get install --download-only nombre-del-paquete
All downloaded files will be saved in folder /var/cache/apt/archives