Cannot change the width and height?

Please help I have installed the plugin works great but when I wanted to change the width and height of the video on my Word Press site I added the suggested code with my width and height settings &width=200&height=250 I added this to the video so the code looked like:

http://youtu.be/Rj8r9DqT6Ts&width=200&height=250

You can see however on the page where this is displayed http://www.tilesandpavers.com.au/d-it-yourself-paving-videos/paving-path/ that is not these dimensions? what am I doing wrong I need to be able to set the dimensions of each video please help??

http://wordpress.org/plugins/embedplus-for-wordpress/