Which way is best to define a JavaScript array?

Question

I often define an array like this:

var arr = new Array();

But when my PM saw my code, my PM said that I should define an array like this:

var arr = [];

and it will be more efficient. I find that there is another defined way var arr = ();?

What is the difference between them and which way do you often use?